Pandas Profiling Report

Dataset statistics

Number of variables	56
Number of observations	1054
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	461.2 KiB
Average record size in memory	448.1 B

Variable types

Numeric	16
Categorical	40

Alerts

`PERIODO` has constant value "2020.0"	Constant
`CLAVE` has a high cardinality: 1054 distinct values	High cardinality
`SITIO` has a high cardinality: 1052 distinct values	High cardinality
`MUNICIPIO` has a high cardinality: 447 distinct values	High cardinality
`ACUIFERO` has a high cardinality: 272 distinct values	High cardinality
`df_index` is highly correlated with `ORGANISMO_DE_CUENCA` and 3 other fields	High correlation
`LONGITUD` is highly correlated with `df_index` and 3 other fields	High correlation
`LATITUD` is highly correlated with `df_index` and 3 other fields	High correlation
`ALC_mg/L` is highly correlated with `CALIDAD_ALC` and 2 other fields	High correlation
`CONDUCT_mS/cm` is highly correlated with `CALIDAD_CONDUC` and 9 other fields	High correlation
`SDT_M_mg/L` is highly correlated with `CONDUCT_mS/cm` and 3 other fields	High correlation
`FLUORUROS_mg/L` is highly correlated with `ALC_mg/L` and 1 other fields	High correlation
`DUR_mg/L` is highly correlated with `CONDUCT_mS/cm` and 11 other fields	High correlation
`COLI_FEC_NMP/100_mL` is highly correlated with `CALIDAD_COLI_FEC` and 1 other fields	High correlation
`N_NO3_mg/L` is highly correlated with `CONDUCT_mS/cm` and 3 other fields	High correlation
`AS_TOT_mg/L` is highly correlated with `FLUORUROS_mg/L` and 2 other fields	High correlation
`CR_TOT_mg/L` is highly correlated with `PERIODO`	High correlation
`HG_TOT_mg/L` is highly correlated with `CALIDAD_HG` and 3 other fields	High correlation
`PB_TOT_mg/L` is highly correlated with `CALIDAD_PB` and 1 other fields	High correlation
`MN_TOT_mg/L` is highly correlated with `HG_TOT_mg/L` and 4 other fields	High correlation
`FE_TOT_mg/L` is highly correlated with `HG_TOT_mg/L` and 3 other fields	High correlation
`ORGANISMO_DE_CUENCA` is highly correlated with `df_index` and 3 other fields	High correlation
`ESTADO` is highly correlated with `df_index` and 14 other fields	High correlation
`SUBTIPO` is highly correlated with `ESTADO`	High correlation
`PERIODO` is highly correlated with `CUMPLE_CON_DUR` and 34 other fields	High correlation
`CALIDAD_ALC` is highly correlated with `ALC_mg/L` and 2 other fields	High correlation
`CALIDAD_CONDUC` is highly correlated with `ESTADO` and 7 other fields	High correlation
`CALIDAD_SDT_ra` is highly correlated with `ESTADO` and 10 other fields	High correlation
`CALIDAD_SDT_salin` is highly correlated with `CONDUCT_mS/cm` and 9 other fields	High correlation
`CALIDAD_FLUO` is highly correlated with `ESTADO` and 2 other fields	High correlation
`CALIDAD_DUR` is highly correlated with `ESTADO` and 9 other fields	High correlation
`CALIDAD_COLI_FEC` is highly correlated with `COLI_FEC_NMP/100_mL` and 1 other fields	High correlation
`CALIDAD_N_NO3` is highly correlated with `N_NO3_mg/L` and 2 other fields	High correlation
`CALIDAD_AS` is highly correlated with `ESTADO` and 3 other fields	High correlation
`CD_TOT_mg/L` is highly correlated with `CALIDAD_CD` and 1 other fields	High correlation
`CALIDAD_CD` is highly correlated with `CD_TOT_mg/L` and 1 other fields	High correlation
`CALIDAD_CR` is highly correlated with `ESTADO` and 1 other fields	High correlation
`CALIDAD_HG` is highly correlated with `HG_TOT_mg/L` and 3 other fields	High correlation
`CALIDAD_PB` is highly correlated with `PB_TOT_mg/L` and 1 other fields	High correlation
`CALIDAD_MN` is highly correlated with `MN_TOT_mg/L` and 2 other fields	High correlation
`CALIDAD_FE` is highly correlated with `CUMPLE_CON_FE`	High correlation
`SEMAFORO` is highly correlated with `ESTADO` and 4 other fields	High correlation
`CUMPLE_CON_ALC` is highly correlated with `ALC_mg/L` and 1 other fields	High correlation
`CUMPLE_CON_COND` is highly correlated with `CONDUCT_mS/cm` and 8 other fields	High correlation
`CUMPLE_CON_SDT_ra` is highly correlated with `CONDUCT_mS/cm` and 8 other fields	High correlation
`CUMPLE_CON_SDT_salin` is highly correlated with `CONDUCT_mS/cm` and 8 other fields	High correlation
`CUMPLE_CON_FLUO` is highly correlated with `ESTADO` and 3 other fields	High correlation
`CUMPLE_CON_DUR` is highly correlated with `ESTADO` and 8 other fields	High correlation
`CUMPLE_CON_CF` is highly correlated with `COLI_FEC_NMP/100_mL` and 1 other fields	High correlation
`CUMPLE_CON_NO3` is highly correlated with `N_NO3_mg/L` and 1 other fields	High correlation
`CUMPLE_CON_AS` is highly correlated with `CALIDAD_FLUO` and 3 other fields	High correlation
`CUMPLE_CON_CD` is highly correlated with `CD_TOT_mg/L` and 1 other fields	High correlation
`CUMPLE_CON_CR` is highly correlated with `ESTADO` and 1 other fields	High correlation
`CUMPLE_CON_HG` is highly correlated with `HG_TOT_mg/L` and 3 other fields	High correlation
`CUMPLE_CON_PB` is highly correlated with `PB_TOT_mg/L` and 1 other fields	High correlation
`CUMPLE_CON_MN` is highly correlated with `CALIDAD_MN`	High correlation
`CUMPLE_CON_FE` is highly correlated with `CALIDAD_FE`	High correlation
`SDT_M_mg/L` is highly skewed (γ1 = 25.08739509)	Skewed
`CR_TOT_mg/L` is highly skewed (γ1 = 31.54467997)	Skewed
`HG_TOT_mg/L` is highly skewed (γ1 = 23.65435824)	Skewed
`FE_TOT_mg/L` is highly skewed (γ1 = 31.13993832)	Skewed
`df_index` is uniformly distributed	Uniform
`CLAVE` is uniformly distributed	Uniform
`SITIO` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`CLAVE` has unique values	Unique

Reproduction

Analysis started	2022-11-15 22:20:51.859268
Analysis finished	2022-11-15 22:21:23.024809
Duration	31.17 seconds
Software version	pandas-profiling v3.4.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	1054
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	533.829222

Minimum	0
Maximum	1067
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	0
5-th percentile	53.65
Q1	266.25
median	533.5
Q3	800.75
95-th percentile	1014.35
Maximum	1067
Range	1067
Interquartile range (IQR)	534.5

Descriptive statistics

Standard deviation	308.8293358
Coefficient of variation (CV)	0.5785171045
Kurtosis	-1.200905513
Mean	533.829222
Median Absolute Deviation (MAD)	267.5
Skewness	3.48830345 × 10^-5
Sum	562656
Variance	95375.55865
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.1%
702	1	0.1%
704	1	0.1%
705	1	0.1%
706	1	0.1%
707	1	0.1%
708	1	0.1%
709	1	0.1%
710	1	0.1%
711	1	0.1%
Other values (1044)	1044	99.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
1067	1	0.1%
1066	1	0.1%
1065	1	0.1%
1064	1	0.1%
1063	1	0.1%
1062	1	0.1%
1061	1	0.1%
1060	1	0.1%
1059	1	0.1%
1058	1	0.1%

CLAVE
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	1054
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

DLAGU6	1
OCFSU2989	1
OCFSU2994	1
OCFSU3048	1
OCFSU3077	1
Other values (1049)	1049

Length

Max length	11
Median length	9
Mean length	8.938330171
Min length	6

Characters and Unicode

Total characters	9421
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1054 ?
Unique (%)	100.0%

Sample

1st row	DLAGU6
2nd row	DLAGU6516
3rd row	DLAGU7
4th row	DLAGU9
5th row	DLBAJ107

Common Values

Value	Count	Frequency (%)
DLAGU6	1	0.1%
OCFSU2989	1	0.1%
OCFSU2994	1	0.1%
OCFSU3048	1	0.1%
OCFSU3077	1	0.1%
OCFSU3097	1	0.1%
OCFSU3100	1	0.1%
OCFSU3107	1	0.1%
OCFSU3109	1	0.1%
OCFSU3112	1	0.1%
Other values (1044)	1044	99.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dlagu6	1	0.1%
dlbaj202	1	0.1%
dlbaj189	1	0.1%
dlagu7	1	0.1%
dlagu9	1	0.1%
dlbaj107	1	0.1%
dlbaj108	1	0.1%
dlbaj110	1	0.1%
dlbaj111	1	0.1%
dlbaj117	1	0.1%
Other values (1044)	1044	99.1%

Most occurring characters

Value	Count	Frequency (%)
C	823	8.7%
D	733	7.8%
L	709	7.5%
O	662	7.0%
2	531	5.6%
1	531	5.6%
4	492	5.2%
3	465	4.9%
5	435	4.6%
6	424	4.5%
Other values (24)	3616	38.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	5396	57.3%
Decimal Number	4025	42.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	823	15.3%
D	733	13.6%
L	709	13.1%
O	662	12.3%
A	363	6.7%
U	310	5.7%
N	251	4.7%
P	222	4.1%
R	213	3.9%
M	178	3.3%
Other values (14)	932	17.3%

Decimal Number

Value	Count	Frequency (%)
2	531	13.2%
1	531	13.2%
4	492	12.2%
3	465	11.6%
5	435	10.8%
6	424	10.5%
0	297	7.4%
7	292	7.3%
8	285	7.1%
9	273	6.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5396	57.3%
Common	4025	42.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	823	15.3%
D	733	13.6%
L	709	13.1%
O	662	12.3%
A	363	6.7%
U	310	5.7%
N	251	4.7%
P	222	4.1%
R	213	3.9%
M	178	3.3%
Other values (14)	932	17.3%

Common

Value	Count	Frequency (%)
2	531	13.2%
1	531	13.2%
4	492	12.2%
3	465	11.6%
5	435	10.8%
6	424	10.5%
0	297	7.4%
7	292	7.3%
8	285	7.1%
9	273	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9421	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	823	8.7%
D	733	7.8%
L	709	7.5%
O	662	7.0%
2	531	5.6%
1	531	5.6%
4	492	5.2%
3	465	4.9%
5	435	4.6%
6	424	4.5%
Other values (24)	3616	38.4%

SITIO
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	1052
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

POZO VILLA UNION	2
EL FUERTE	2
FINCA SANTA CRUZ	1
EST. JUAREZ	1
SANTA TERESA 2A. SECCION	1
Other values (1047)	1047

Length

Max length	95
Median length	57
Mean length	21.08823529
Min length	4

Characters and Unicode

Total characters	22227
Distinct characters	55
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1050 ?
Unique (%)	99.6%

Sample

1st row	POZO SAN GIL
2nd row	POZO R013 CAÑADA HONDA
3rd row	POZO COSIO
4th row	POZO EL SALITRILLO
5th row	RANCHO EL TECOLOTE

Common Values

Value	Count	Frequency (%)
POZO VILLA UNION	2	0.2%
EL FUERTE	2	0.2%
FINCA SANTA CRUZ	1	0.1%
EST. JUAREZ	1	0.1%
SANTA TERESA 2A. SECCION	1	0.1%
MACAYO 3RA. SECCION	1	0.1%
RANCHO LOS TOROS	1	0.1%
TACSA, RANCHO SAN ANTONIO	1	0.1%
MIGUEL ALEMAN	1	0.1%
POZO SAN GIL	1	0.1%
Other values (1042)	1042	98.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
pozo	594	15.0%
de	225	5.7%
san	95	2.4%
el	93	2.4%
1	89	2.3%
la	82	2.1%
2	76	1.9%
no	75	1.9%
del	68	1.7%
agua	57	1.4%
Other values (1385)	2496	63.2%

Most occurring characters

Value	Count	Frequency (%)
	2903	13.1%
O	2528	11.4%
A	2460	11.1%
E	1567	7.0%
L	1084	4.9%
P	1048	4.7%
N	1015	4.6%
I	1010	4.5%
S	855	3.8%
R	838	3.8%
Other values (45)	6919	31.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	17781	80.0%
Space Separator	2903	13.1%
Decimal Number	811	3.6%
Other Punctuation	291	1.3%
Dash Punctuation	148	0.7%
Close Punctuation	128	0.6%
Open Punctuation	128	0.6%
Lowercase Letter	31	0.1%
Connector Punctuation	4	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	2528	14.2%
A	2460	13.8%
E	1567	8.8%
L	1084	6.1%
P	1048	5.9%
N	1015	5.7%
I	1010	5.7%
S	855	4.8%
R	838	4.7%
C	815	4.6%
Other values (17)	4561	25.7%

Decimal Number

Value	Count	Frequency (%)
1	223	27.5%
2	156	19.2%
3	102	12.6%
0	69	8.5%
4	64	7.9%
5	56	6.9%
7	42	5.2%
6	37	4.6%
8	33	4.1%
9	29	3.6%

Lowercase Letter

Value	Count	Frequency (%)
o	25	80.6%
a	2	6.5%
d	1	3.2%
i	1	3.2%
p	1	3.2%
s	1	3.2%

Other Punctuation

Value	Count	Frequency (%)
.	251	86.3%
,	29	10.0%
/	5	1.7%
#	4	1.4%
"	2	0.7%

Space Separator

Value	Count	Frequency (%)
	2903	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	148	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	128	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	128	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	4	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Other Letter

Value	Count	Frequency (%)
º	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17813	80.1%
Common	4414	19.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	2528	14.2%
A	2460	13.8%
E	1567	8.8%
L	1084	6.1%
P	1048	5.9%
N	1015	5.7%
I	1010	5.7%
S	855	4.8%
R	838	4.7%
C	815	4.6%
Other values (24)	4593	25.8%

Common

Value	Count	Frequency (%)
	2903	65.8%
.	251	5.7%
1	223	5.1%
2	156	3.5%
-	148	3.4%
)	128	2.9%
(	128	2.9%
3	102	2.3%
0	69	1.6%
4	64	1.4%
Other values (11)	242	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22199	99.9%
None	28	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2903	13.1%
O	2528	11.4%
A	2460	11.1%
E	1567	7.1%
L	1084	4.9%
P	1048	4.7%
N	1015	4.6%
I	1010	4.5%
S	855	3.9%
R	838	3.8%
Other values (43)	6891	31.0%

None

Value	Count	Frequency (%)
Ñ	27	96.4%
º	1	3.6%

ORGANISMO_DE_CUENCA
Categorical

HIGH CORRELATION

Distinct	13
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

CUENCAS CENTRALES DEL NORTE	231
LERMA SANTIAGO PACIFICO	166
PENINSULA DE YUCATAN	125
NOROESTE	93
PENINSULA DE BAJA CALIFORNIA	86
Other values (8)	353

Length

Max length	28
Median length	23
Mean length	18.86907021
Min length	6

Characters and Unicode

Total characters	19888
Distinct characters	22
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	LERMA SANTIAGO PACIFICO
2nd row	LERMA SANTIAGO PACIFICO
3rd row	LERMA SANTIAGO PACIFICO
4th row	LERMA SANTIAGO PACIFICO
5th row	PENINSULA DE BAJA CALIFORNIA

Common Values

Value	Count	Frequency (%)
CUENCAS CENTRALES DEL NORTE	231	21.9%
LERMA SANTIAGO PACIFICO	166	15.7%
PENINSULA DE YUCATAN	125	11.9%
NOROESTE	93	8.8%
PENINSULA DE BAJA CALIFORNIA	86	8.2%
BALSAS	68	6.5%
RIO BRAVO	65	6.2%
PACIFICO NORTE	60	5.7%
GOLFO NORTE	53	5.0%
AGUAS DEL VALLE DE MEXICO	37	3.5%
Other values (3)	70	6.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
norte	344	11.5%
del	268	9.0%
de	248	8.3%
pacifico	242	8.1%
cuencas	231	7.7%
centrales	231	7.7%
peninsula	211	7.1%
lerma	166	5.6%
santiago	166	5.6%
yucatan	125	4.2%
Other values (13)	751	25.2%

Most occurring characters

Value	Count	Frequency (%)
A	2353	11.8%
E	2244	11.3%
	1929	9.7%
N	1752	8.8%
C	1445	7.3%
O	1391	7.0%
R	1188	6.0%
L	1177	5.9%
S	1155	5.8%
I	1135	5.7%
Other values (12)	4119	20.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	17959	90.3%
Space Separator	1929	9.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2353	13.1%
E	2244	12.5%
N	1752	9.8%
C	1445	8.0%
O	1391	7.7%
R	1188	6.6%
L	1177	6.6%
S	1155	6.4%
I	1135	6.3%
T	1013	5.6%
Other values (11)	3106	17.3%

Space Separator

Value	Count	Frequency (%)
	1929	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17959	90.3%
Common	1929	9.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2353	13.1%
E	2244	12.5%
N	1752	9.8%
C	1445	8.0%
O	1391	7.7%
R	1188	6.6%
L	1177	6.6%
S	1155	6.4%
I	1135	6.3%
T	1013	5.6%
Other values (11)	3106	17.3%

Common

Value	Count	Frequency (%)
	1929	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19888	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2353	11.8%
E	2244	11.3%
	1929	9.7%
N	1752	8.8%
C	1445	7.3%
O	1391	7.0%
R	1188	6.0%
L	1177	5.9%
S	1155	5.8%
I	1135	5.7%
Other values (12)	4119	20.7%

ESTADO
Categorical

HIGH CORRELATION

Distinct	32
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

DURANGO	119
SONORA	102
YUCATAN	85
ZACATECAS	75
COAHUILA DE ZARAGOZA	59
Other values (27)	614

Length

Max length	31
Median length	20
Mean length	10.04459203
Min length	6

Characters and Unicode

Total characters	10587
Distinct characters	25
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	AGUASCALIENTES
2nd row	AGUASCALIENTES
3rd row	AGUASCALIENTES
4th row	AGUASCALIENTES
5th row	BAJA CALIFORNIA SUR

Common Values

Value	Count	Frequency (%)
DURANGO	119	11.3%
SONORA	102	9.7%
YUCATAN	85	8.1%
ZACATECAS	75	7.1%
COAHUILA DE ZARAGOZA	59	5.6%
BAJA CALIFORNIA SUR	48	4.6%
SAN LUIS POTOSI	47	4.5%
GUANAJUATO	40	3.8%
HIDALGO	37	3.5%
CHIHUAHUA	35	3.3%
Other values (22)	407	38.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
durango	119	7.6%
de	116	7.4%
sonora	102	6.5%
yucatan	85	5.5%
baja	77	4.9%
california	77	4.9%
zacatecas	75	4.8%
zaragoza	59	3.8%
coahuila	59	3.8%
sur	48	3.1%
Other values (35)	741	47.6%

Most occurring characters

Value	Count	Frequency (%)
A	2186	20.6%
O	1024	9.7%
C	738	7.0%
I	633	6.0%
U	626	5.9%
N	624	5.9%
S	531	5.0%
R	504	4.8%
	504	4.8%
L	493	4.7%
Other values (15)	2724	25.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10083	95.2%
Space Separator	504	4.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2186	21.7%
O	1024	10.2%
C	738	7.3%
I	633	6.3%
U	626	6.2%
N	624	6.2%
S	531	5.3%
R	504	5.0%
L	493	4.9%
E	417	4.1%
Other values (14)	2307	22.9%

Space Separator

Value	Count	Frequency (%)
	504	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10083	95.2%
Common	504	4.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2186	21.7%
O	1024	10.2%
C	738	7.3%
I	633	6.3%
U	626	6.2%
N	624	6.2%
S	531	5.3%
R	504	5.0%
L	493	4.9%
E	417	4.1%
Other values (14)	2307	22.9%

Common

Value	Count	Frequency (%)
	504	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10587	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2186	20.6%
O	1024	9.7%
C	738	7.0%
I	633	6.0%
U	626	5.9%
N	624	5.9%
S	531	5.0%
R	504	4.8%
	504	4.8%
L	493	4.7%
Other values (15)	2724	25.7%

MUNICIPIO
Categorical

HIGH CARDINALITY

Distinct	447
Distinct (%)	42.4%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

LA PAZ	26
PARRAS	24
ENSENADA	24
HERMOSILLO	17
MERIDA	16
Other values (442)	947

Length

Max length	49
Median length	35
Mean length	10.22865275
Min length	4

Characters and Unicode

Total characters	10781
Distinct characters	29
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	236 ?
Unique (%)	22.4%

Sample

1st row	ASIENTOS
2nd row	AGUASCALIENTES
3rd row	COSIO
4th row	RINCON DE ROMOS
5th row	LA PAZ

Common Values

Value	Count	Frequency (%)
LA PAZ	26	2.5%
PARRAS	24	2.3%
ENSENADA	24	2.3%
HERMOSILLO	17	1.6%
MERIDA	16	1.5%
CUENCAME	14	1.3%
SAN JUAN DEL RIO	13	1.2%
TORREON	11	1.0%
MULEGE	11	1.0%
LERDO	11	1.0%
Other values (437)	887	84.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	90	5.5%
san	66	4.0%
la	35	2.1%
rio	32	2.0%
del	28	1.7%
paz	27	1.7%
parras	24	1.5%
ensenada	24	1.5%
villa	22	1.3%
luis	19	1.2%
Other values (491)	1263	77.5%

Most occurring characters

Value	Count	Frequency (%)
A	1680	15.6%
E	996	9.2%
O	857	7.9%
L	765	7.1%
N	662	6.1%
I	628	5.8%
C	584	5.4%
	576	5.3%
R	562	5.2%
T	499	4.6%
Other values (19)	2972	27.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10200	94.6%
Space Separator	576	5.3%
Other Punctuation	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	1680	16.5%
E	996	9.8%
O	857	8.4%
L	765	7.5%
N	662	6.5%
I	628	6.2%
C	584	5.7%
R	562	5.5%
T	499	4.9%
S	476	4.7%
Other values (17)	2491	24.4%

Space Separator

Value	Count	Frequency (%)
	576	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10200	94.6%
Common	581	5.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	1680	16.5%
E	996	9.8%
O	857	8.4%
L	765	7.5%
N	662	6.5%
I	628	6.2%
C	584	5.7%
R	562	5.5%
T	499	4.9%
S	476	4.7%
Other values (17)	2491	24.4%

Common

Value	Count	Frequency (%)
	576	99.1%
.	5	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10753	99.7%
None	28	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	1680	15.6%
E	996	9.3%
O	857	8.0%
L	765	7.1%
N	662	6.2%
I	628	5.8%
C	584	5.4%
	576	5.4%
R	562	5.2%
T	499	4.6%
Other values (17)	2944	27.4%

None

Value	Count	Frequency (%)
Ñ	22	78.6%
Ü	6	21.4%

ACUIFERO
Categorical

HIGH CARDINALITY

Distinct	272
Distinct (%)	25.8%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

PENINSULA DE YUCATAN	119
PRINCIPAL-REGION LAGUNERA	27
ALTO ATOYAC	19
TEPEHUANES-SANTIAGO	16
LA PAILA	12
Other values (267)	861

Length

Max length	38
Median length	26
Mean length	15.42504744
Min length	5

Characters and Unicode

Total characters	16258
Distinct characters	28
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	61 ?
Unique (%)	5.8%

Sample

1st row	VALLE DE CHICALOTE
2nd row	VALLE DE CHICALOTE
3rd row	VALLE DE AGUASCALIENTES
4th row	VALLE DE AGUASCALIENTES
5th row	TODOS SANTOS

Common Values

Value	Count	Frequency (%)
PENINSULA DE YUCATAN	119	11.3%
PRINCIPAL-REGION LAGUNERA	27	2.6%
ALTO ATOYAC	19	1.8%
TEPEHUANES-SANTIAGO	16	1.5%
LA PAILA	12	1.1%
GENERAL CEPEDA-SAUCEDA	12	1.1%
MEOQUI-DELICIAS	12	1.1%
VALLE DEL MEZQUITAL	12	1.1%
LA PAZ	11	1.0%
SAN LUIS POTOSI	10	0.9%
Other values (262)	804	76.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	275	12.1%
valle	119	5.3%
peninsula	119	5.3%
yucatan	119	5.3%
rio	106	4.7%
del	71	3.1%
san	65	2.9%
la	52	2.3%
lagunera	27	1.2%
principal-region	27	1.2%
Other values (331)	1284	56.7%

Most occurring characters

Value	Count	Frequency (%)
A	2475	15.2%
E	1542	9.5%
L	1323	8.1%
	1210	7.4%
N	1051	6.5%
O	1009	6.2%
I	976	6.0%
C	801	4.9%
U	775	4.8%
R	756	4.7%
Other values (18)	4340	26.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	14760	90.8%
Space Separator	1210	7.4%
Dash Punctuation	278	1.7%
Other Punctuation	10	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2475	16.8%
E	1542	10.4%
L	1323	9.0%
N	1051	7.1%
O	1009	6.8%
I	976	6.6%
C	801	5.4%
U	775	5.3%
R	756	5.1%
T	716	4.9%
Other values (15)	3336	22.6%

Space Separator

Value	Count	Frequency (%)
	1210	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	278	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	14760	90.8%
Common	1498	9.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2475	16.8%
E	1542	10.4%
L	1323	9.0%
N	1051	7.1%
O	1009	6.8%
I	976	6.6%
C	801	5.4%
U	775	5.3%
R	756	5.1%
T	716	4.9%
Other values (15)	3336	22.6%

Common

Value	Count	Frequency (%)
	1210	80.8%
-	278	18.6%
.	10	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16219	99.8%
None	39	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2475	15.3%
E	1542	9.5%
L	1323	8.2%
	1210	7.5%
N	1051	6.5%
O	1009	6.2%
I	976	6.0%
C	801	4.9%
U	775	4.8%
R	756	4.7%
Other values (17)	4301	26.5%

None

Value	Count	Frequency (%)
Ñ	39	100.0%

SUBTIPO
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

POZO	1025
MANANTIAL	12
CENOTE	7
POZO NORIA	4
NORIA	3
Other values (3)	3

Length

Max length	13
Median length	4
Mean length	4.108159393
Min length	4

Characters and Unicode

Total characters	4330
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.3%

Sample

1st row	POZO
2nd row	POZO
3rd row	POZO
4th row	POZO
5th row	POZO

Common Values

Value	Count	Frequency (%)
POZO	1025	97.2%
MANANTIAL	12	1.1%
CENOTE	7	0.7%
POZO NORIA	4	0.4%
NORIA	3	0.3%
DESCARGA	1	0.1%
Pozo	1	0.1%
BOMBEO CENOTE	1	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
pozo	1030	97.3%
manantial	12	1.1%
cenote	8	0.8%
noria	7	0.7%
descarga	1	0.1%
bombeo	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
O	2075	47.9%
P	1030	23.8%
Z	1029	23.8%
A	45	1.0%
N	39	0.9%
T	20	0.5%
I	19	0.4%
E	18	0.4%
M	13	0.3%
L	12	0.3%
Other values (9)	30	0.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4322	99.8%
Space Separator	5	0.1%
Lowercase Letter	3	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	2075	48.0%
P	1030	23.8%
Z	1029	23.8%
A	45	1.0%
N	39	0.9%
T	20	0.5%
I	19	0.4%
E	18	0.4%
M	13	0.3%
L	12	0.3%
Other values (6)	22	0.5%

Lowercase Letter

Value	Count	Frequency (%)
o	2	66.7%
z	1	33.3%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4325	99.9%
Common	5	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	2075	48.0%
P	1030	23.8%
Z	1029	23.8%
A	45	1.0%
N	39	0.9%
T	20	0.5%
I	19	0.4%
E	18	0.4%
M	13	0.3%
L	12	0.3%
Other values (8)	25	0.6%

Common

Value	Count	Frequency (%)
	5	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4330	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	2075	47.9%
P	1030	23.8%
Z	1029	23.8%
A	45	1.0%
N	39	0.9%
T	20	0.5%
I	19	0.4%
E	18	0.4%
M	13	0.3%
L	12	0.3%
Other values (9)	30	0.7%

LONGITUD
Real number (ℝ)

HIGH CORRELATION

Distinct	1052
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-101.8482702

Minimum	-116.66425
Maximum	-86.86412
Zeros	0
Zeros (%)	0.0%
Negative	1054
Negative (%)	100.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	-116.66425
5-th percentile	-112.9035282
Q1	-105.38517
median	-102.170665
Q3	-98.971268
95-th percentile	-89.32982835
Maximum	-86.86412
Range	29.80013
Interquartile range (IQR)	6.413902

Descriptive statistics

Standard deviation	6.697567532
Coefficient of variation (CV)	-0.06576024823
Kurtosis	-0.118011253
Mean	-101.8482702
Median Absolute Deviation (MAD)	3.20993
Skewness	0.2088483039
Sum	-107348.0768
Variance	44.85741084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-98.350389	2	0.2%
-102.17488	2	0.2%
-102.0221	1	0.1%
-92.21712	1	0.1%
-96.00141	1	0.1%
-93.19794	1	0.1%
-93.16784	1	0.1%
-93.29137	1	0.1%
-92.34088	1	0.1%
-92.41133	1	0.1%
Other values (1042)	1042	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-116.66425	1	0.1%
-116.6218	1	0.1%
-116.603028	1	0.1%
-116.593639	1	0.1%
-116.58073	1	0.1%
-116.578519	1	0.1%
-116.572811	1	0.1%
-116.501111	1	0.1%
-116.247378	1	0.1%
-116.225506	1	0.1%

Value	Count	Frequency (%)
-86.86412	1	0.1%
-86.86888	1	0.1%
-86.87732	1	0.1%
-86.88714	1	0.1%
-86.90199	1	0.1%
-86.980831	1	0.1%
-87.030361	1	0.1%
-87.034944	1	0.1%
-87.147252	1	0.1%
-87.156944	1	0.1%

LATITUD
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1053
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.16179596

Minimum	14.56115
Maximum	32.677713
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	14.56115
5-th percentile	18.0505385
Q1	20.2248575
median	22.640705
Q3	25.50877
95-th percentile	30.90901215
Maximum	32.677713
Range	18.116563
Interquartile range (IQR)	5.2839125

Descriptive statistics

Standard deviation	3.875005326
Coefficient of variation (CV)	0.1673015915
Kurtosis	-0.3676500265
Mean	23.16179596
Median Absolute Deviation (MAD)	2.64729
Skewness	0.5265293123
Sum	24412.53295
Variance	15.01566628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.234778	2	0.2%
22.20887	1	0.1%
14.71028	1	0.1%
17.6012	1	0.1%
17.73659	1	0.1%
17.9474	1	0.1%
14.81863	1	0.1%
14.73264	1	0.1%
14.56115	1	0.1%
14.83955	1	0.1%
Other values (1043)	1043	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14.56115	1	0.1%
14.71028	1	0.1%
14.73264	1	0.1%
14.81863	1	0.1%
14.83955	1	0.1%
14.86892	1	0.1%
14.88354	1	0.1%
15.06411	1	0.1%
16.10393	1	0.1%
16.11369	1	0.1%

Value	Count	Frequency (%)
32.677713	1	0.1%
32.57165	1	0.1%
32.56358	1	0.1%
32.501378	1	0.1%
32.475555	1	0.1%
32.47223	1	0.1%
32.44377	1	0.1%
32.394722	1	0.1%
32.389167	1	0.1%
32.331944	1	0.1%

PERIODO
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

2020.0	1054

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	6324
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020.0
2nd row	2020.0
3rd row	2020.0
4th row	2020.0
5th row	2020.0

Common Values

Value	Count	Frequency (%)
2020.0	1054	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2020.0	1054	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	3162	50.0%
2	2108	33.3%
.	1054	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5270	83.3%
Other Punctuation	1054	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3162	60.0%
2	2108	40.0%

Other Punctuation

Value	Count	Frequency (%)
.	1054	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6324	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3162	50.0%
2	2108	33.3%
.	1054	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6324	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3162	50.0%
2	2108	33.3%
.	1054	16.7%

ALC_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	808
Distinct (%)	76.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	234.6952657

Minimum	26.64
Maximum	1650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	26.64
5-th percentile	93.4675
Q1	164.2575
median	215.825
Q3	292.93
95-th percentile	403.9475
Maximum	1650
Range	1623.36
Interquartile range (IQR)	128.6725

Descriptive statistics

Standard deviation	111.1478487
Coefficient of variation (CV)	0.4735836848
Kurtosis	27.2431692
Mean	234.6952657
Median Absolute Deviation (MAD)	61.605
Skewness	2.935356858
Sum	247368.81
Variance	12353.84427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
157.62	5	0.5%
197.58	4	0.4%
168.72	4	0.4%
161	4	0.4%
195.36	4	0.4%
257.85	4	0.4%
193.815	4	0.4%
186.48	4	0.4%
204.765	4	0.4%
183.15	3	0.3%
Other values (798)	1014	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26.64	1	0.1%
28.86	1	0.1%
47.04	1	0.1%
49.275	1	0.1%
54.44	1	0.1%
56.61	1	0.1%
57	1	0.1%
58.26	1	0.1%
59	1	0.1%
60.775	1	0.1%

Value	Count	Frequency (%)
1650	1	0.1%
954.6	1	0.1%
764.66	1	0.1%
752	1	0.1%
681.09	1	0.1%
650	1	0.1%
646.02	1	0.1%
626	1	0.1%
593.49	1	0.1%
590	1	0.1%

CALIDAD_ALC
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Alta	790
Media	184
Indeseable como FAAP	57
Baja	23

Length

Max length	20
Median length	4
Mean length	5.039848197
Min length	4

Characters and Unicode

Total characters	5312
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Alta
2nd row	Alta
3rd row	Alta
4th row	Alta
5th row	Alta

Common Values

Value	Count	Frequency (%)
Alta	790	75.0%
Media	184	17.5%
Indeseable como FAAP	57	5.4%
Baja	23	2.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
alta	790	67.6%
media	184	15.8%
indeseable	57	4.9%
como	57	4.9%
faap	57	4.9%
baja	23	2.0%

Most occurring characters

Value	Count	Frequency (%)
a	1077	20.3%
A	904	17.0%
l	847	15.9%
t	790	14.9%
e	355	6.7%
d	241	4.5%
M	184	3.5%
i	184	3.5%
o	114	2.1%
	114	2.1%
Other values (10)	502	9.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3916	73.7%
Uppercase Letter	1282	24.1%
Space Separator	114	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1077	27.5%
l	847	21.6%
t	790	20.2%
e	355	9.1%
d	241	6.2%
i	184	4.7%
o	114	2.9%
m	57	1.5%
s	57	1.5%
c	57	1.5%
Other values (3)	137	3.5%

Uppercase Letter

Value	Count	Frequency (%)
A	904	70.5%
M	184	14.4%
P	57	4.4%
F	57	4.4%
I	57	4.4%
B	23	1.8%

Space Separator

Value	Count	Frequency (%)
	114	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5198	97.9%
Common	114	2.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1077	20.7%
A	904	17.4%
l	847	16.3%
t	790	15.2%
e	355	6.8%
d	241	4.6%
M	184	3.5%
i	184	3.5%
o	114	2.2%
P	57	1.1%
Other values (9)	445	8.6%

Common

Value	Count	Frequency (%)
	114	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5312	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1077	20.3%
A	904	17.0%
l	847	15.9%
t	790	14.9%
e	355	6.7%
d	241	4.5%
M	184	3.5%
i	184	3.5%
o	114	2.1%
	114	2.1%
Other values (10)	502	9.5%

CONDUCT_mS/cm
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	797
Distinct (%)	75.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1142.726471

Minimum	110
Maximum	18577
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	110
5-th percentile	268
Q1	506
median	820
Q3	1328
95-th percentile	2907
Maximum	18577
Range	18467
Interquartile range (IQR)	822

Descriptive statistics

Standard deviation	1248.990617
Coefficient of variation (CV)	1.09299176
Kurtosis	59.63933736
Mean	1142.726471
Median Absolute Deviation (MAD)	377
Skewness	5.989700907
Sum	1204433.7
Variance	1559977.56
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
777	6	0.6%
577	4	0.4%
308	4	0.4%
454	4	0.4%
300	4	0.4%
598	4	0.4%
412	4	0.4%
292	3	0.3%
326	3	0.3%
436	3	0.3%
Other values (787)	1015	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
110	1	0.1%
112.8	1	0.1%
117.7	1	0.1%
124	1	0.1%
126	1	0.1%
139.3	1	0.1%
140	1	0.1%
164	1	0.1%
170	1	0.1%
173	1	0.1%

Value	Count	Frequency (%)
18577	1	0.1%
14350	1	0.1%
12830	1	0.1%
9740	1	0.1%
8680	1	0.1%
8300	1	0.1%
6900	1	0.1%
6670	1	0.1%
6041	1	0.1%
5791	1	0.1%

CALIDAD_CONDUC
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Permisible para riego	458
Buena para riego	429
Dudosa para riego	72
Indeseable para riego	51
Excelente para riego	44

Length

Max length	21
Median length	20
Mean length	18.64990512
Min length	16

Characters and Unicode

Total characters	19657
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Permisible para riego
2nd row	Buena para riego
3rd row	Buena para riego
4th row	Buena para riego
5th row	Permisible para riego

Common Values

Value	Count	Frequency (%)
Permisible para riego	458	43.5%
Buena para riego	429	40.7%
Dudosa para riego	72	6.8%
Indeseable para riego	51	4.8%
Excelente para riego	44	4.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
para	1054	33.3%
riego	1054	33.3%
permisible	458	14.5%
buena	429	13.6%
dudosa	72	2.3%
indeseable	51	1.6%
excelente	44	1.4%

Most occurring characters

Value	Count	Frequency (%)
e	2684	13.7%
a	2660	13.5%
r	2566	13.1%
	2108	10.7%
i	1970	10.0%
o	1126	5.7%
g	1054	5.4%
p	1054	5.4%
s	581	3.0%
l	553	2.8%
Other values (13)	3301	16.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16495	83.9%
Space Separator	2108	10.7%
Uppercase Letter	1054	5.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2684	16.3%
a	2660	16.1%
r	2566	15.6%
i	1970	11.9%
o	1126	6.8%
g	1054	6.4%
p	1054	6.4%
s	581	3.5%
l	553	3.4%
n	524	3.2%
Other values (7)	1723	10.4%

Uppercase Letter

Value	Count	Frequency (%)
P	458	43.5%
B	429	40.7%
D	72	6.8%
I	51	4.8%
E	44	4.2%

Space Separator

Value	Count	Frequency (%)
	2108	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17549	89.3%
Common	2108	10.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2684	15.3%
a	2660	15.2%
r	2566	14.6%
i	1970	11.2%
o	1126	6.4%
g	1054	6.0%
p	1054	6.0%
s	581	3.3%
l	553	3.2%
n	524	3.0%
Other values (12)	2777	15.8%

Common

Value	Count	Frequency (%)
	2108	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19657	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2684	13.7%
a	2660	13.5%
r	2566	13.1%
	2108	10.7%
i	1970	10.0%
o	1126	5.7%
g	1054	5.4%
p	1054	5.4%
s	581	3.0%
l	553	2.8%
Other values (13)	3301	16.8%

SDT_M_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	914
Distinct (%)	86.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	896.9457971

Minimum	101.2
Maximum	82170
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	101.2
5-th percentile	204
Q1	338.05
median	551.4
Q3	915.6
95-th percentile	2281.85
Maximum	82170
Range	82068.8
Interquartile range (IQR)	577.55

Descriptive statistics

Standard deviation	2765.757924
Coefficient of variation (CV)	3.083528495
Kurtosis	717.3082185
Mean	896.9457971
Median Absolute Deviation (MAD)	248.6
Skewness	25.08739509
Sum	945380.8701
Variance	7649416.892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
320	4	0.4%
317	4	0.4%
380	4	0.4%
496	4	0.4%
292	4	0.4%
604	3	0.3%
486	3	0.3%
632	3	0.3%
339	3	0.3%
268	3	0.3%
Other values (904)	1019	96.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101.2	1	0.1%
104	1	0.1%
106	1	0.1%
111.4	1	0.1%
112	1	0.1%
129.6	1	0.1%
136	1	0.1%
138.2	1	0.1%
139.4	1	0.1%
142	1	0.1%

Value	Count	Frequency (%)
82170	1	0.1%
27215.8	1	0.1%
10196	1	0.1%
9503.6667	1	0.1%
8230.4	1	0.1%
7746	1	0.1%
5418.2	1	0.1%
4676	1	0.1%
4350	1	0.1%
4196	1	0.1%

CALIDAD_SDT_ra
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Excelente para riego	485
Cultivos sensibles	341
Cultivos con manejo especial	158
Cultivos tolerantes	63
Indeseable para riego	7

Length

Max length	28
Median length	21
Mean length	20.49905123
Min length	18

Characters and Unicode

Total characters	21606
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cultivos sensibles
2nd row	Excelente para riego
3rd row	Excelente para riego
4th row	Excelente para riego
5th row	Cultivos con manejo especial

Common Values

Value	Count	Frequency (%)
Excelente para riego	485	46.0%
Cultivos sensibles	341	32.4%
Cultivos con manejo especial	158	15.0%
Cultivos tolerantes	63	6.0%
Indeseable para riego	7	0.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
cultivos	562	19.3%
para	492	16.9%
riego	492	16.9%
excelente	485	16.6%
sensibles	341	11.7%
con	158	5.4%
manejo	158	5.4%
especial	158	5.4%
tolerantes	63	2.2%
indeseable	7	0.2%

Most occurring characters

Value	Count	Frequency (%)
e	3250	15.0%
	1862	8.6%
s	1813	8.4%
l	1616	7.5%
i	1553	7.2%
o	1433	6.6%
a	1370	6.3%
n	1212	5.6%
t	1173	5.4%
r	1047	4.8%
Other values (13)	5277	24.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	18690	86.5%
Space Separator	1862	8.6%
Uppercase Letter	1054	4.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3250	17.4%
s	1813	9.7%
l	1616	8.6%
i	1553	8.3%
o	1433	7.7%
a	1370	7.3%
n	1212	6.5%
t	1173	6.3%
r	1047	5.6%
c	801	4.3%
Other values (9)	3422	18.3%

Uppercase Letter

Value	Count	Frequency (%)
C	562	53.3%
E	485	46.0%
I	7	0.7%

Space Separator

Value	Count	Frequency (%)
	1862	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	19744	91.4%
Common	1862	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3250	16.5%
s	1813	9.2%
l	1616	8.2%
i	1553	7.9%
o	1433	7.3%
a	1370	6.9%
n	1212	6.1%
t	1173	5.9%
r	1047	5.3%
c	801	4.1%
Other values (12)	4476	22.7%

Common

Value	Count	Frequency (%)
	1862	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21606	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	3250	15.0%
	1862	8.6%
s	1813	8.4%
l	1616	7.5%
i	1553	7.2%
o	1433	6.6%
a	1370	6.3%
n	1212	5.6%
t	1173	5.4%
r	1047	4.8%
Other values (13)	5277	24.4%

CALIDAD_SDT_salin
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Dulce	826
Ligeramente salobres	158
Salobres	67
Salinas	3

Length

Max length	20
Median length	15
Mean length	15.28178368
Min length	7

Characters and Unicode

Total characters	16107
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Dulce
2nd row	Potable - Dulce
3rd row	Potable - Dulce
4th row	Potable - Dulce
5th row	Ligeramente salobres

Common Values

Value	Count	Frequency (%)
Potable - Dulce	826	78.4%
Ligeramente salobres	158	15.0%
Salobres	67	6.4%
Salinas	3	0.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
potable	826	28.8%
	826	28.8%
dulce	826	28.8%
salobres	225	7.9%
ligeramente	158	5.5%
salinas	3	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	2351	14.6%
l	1880	11.7%
	1810	11.2%
a	1215	7.5%
o	1051	6.5%
b	1051	6.5%
t	984	6.1%
P	826	5.1%
c	826	5.1%
u	826	5.1%
Other values (10)	3287	20.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11591	72.0%
Uppercase Letter	1880	11.7%
Space Separator	1810	11.2%
Dash Punctuation	826	5.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2351	20.3%
l	1880	16.2%
a	1215	10.5%
o	1051	9.1%
b	1051	9.1%
t	984	8.5%
c	826	7.1%
u	826	7.1%
s	386	3.3%
r	383	3.3%
Other values (4)	638	5.5%

Uppercase Letter

Value	Count	Frequency (%)
P	826	43.9%
D	826	43.9%
L	158	8.4%
S	70	3.7%

Space Separator

Value	Count	Frequency (%)
	1810	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	826	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13471	83.6%
Common	2636	16.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2351	17.5%
l	1880	14.0%
a	1215	9.0%
o	1051	7.8%
b	1051	7.8%
t	984	7.3%
P	826	6.1%
c	826	6.1%
u	826	6.1%
D	826	6.1%
Other values (8)	1635	12.1%

Common

Value	Count	Frequency (%)
	1810	68.7%
-	826	31.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16107	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2351	14.6%
l	1880	11.7%
	1810	11.2%
a	1215	7.5%
o	1051	6.5%
b	1051	6.5%
t	984	6.1%
P	826	5.1%
c	826	5.1%
u	826	5.1%
Other values (10)	3287	20.4%

FLUORUROS_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	853
Distinct (%)	80.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.078547059

Minimum	0.2
Maximum	34.8033
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.2
Q1	0.269475
median	0.50695
Q3	1.1424
95-th percentile	3.72488
Maximum	34.8033
Range	34.6033
Interquartile range (IQR)	0.872925

Descriptive statistics

Standard deviation	1.931203929
Coefficient of variation (CV)	1.790560656
Kurtosis	108.5039377
Mean	1.078547059
Median Absolute Deviation (MAD)	0.30215
Skewness	8.243262324
Sum	1136.7886
Variance	3.729548616
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	158	15.0%
0.466	3	0.3%
0.5202	3	0.3%
0.2158	2	0.2%
0.219	2	0.2%
0.244	2	0.2%
0.241	2	0.2%
0.533	2	0.2%
0.5387	2	0.2%
0.805	2	0.2%
Other values (843)	876	83.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	158	15.0%
0.2008	1	0.1%
0.202	1	0.1%
0.2035	1	0.1%
0.204	1	0.1%
0.2042	1	0.1%
0.2054	2	0.2%
0.2065	1	0.1%
0.207	1	0.1%
0.2072	1	0.1%

Value	Count	Frequency (%)
34.8033	1	0.1%
21.2375	1	0.1%
15.4243	1	0.1%
13.0078	1	0.1%
12.501	1	0.1%
12.478	1	0.1%
12.2933	1	0.1%
12.1712	1	0.1%
11.6323	1	0.1%
10.5832	1	0.1%

CALIDAD_FLUO
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Baja	426
Potable - Optima	225
Media	213
Alta	190

Length

Max length	16
Median length	4
Mean length	6.763757116
Min length	4

Characters and Unicode

Total characters	7129
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Optima
2nd row	Potable - Optima
3rd row	Alta
4th row	Potable - Optima
5th row	Baja

Common Values

Value	Count	Frequency (%)
Baja	426	40.4%
Potable - Optima	225	21.3%
Media	213	20.2%
Alta	190	18.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
baja	426	28.3%
potable	225	15.0%
	225	15.0%
optima	225	15.0%
media	213	14.2%
alta	190	12.6%

Most occurring characters

Value	Count	Frequency (%)
a	1705	23.9%
t	640	9.0%
	450	6.3%
i	438	6.1%
e	438	6.1%
B	426	6.0%
j	426	6.0%
l	415	5.8%
b	225	3.2%
o	225	3.2%
Other values (8)	1741	24.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5175	72.6%
Uppercase Letter	1279	17.9%
Space Separator	450	6.3%
Dash Punctuation	225	3.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1705	32.9%
t	640	12.4%
i	438	8.5%
e	438	8.5%
j	426	8.2%
l	415	8.0%
b	225	4.3%
o	225	4.3%
p	225	4.3%
m	225	4.3%

Uppercase Letter

Value	Count	Frequency (%)
B	426	33.3%
P	225	17.6%
O	225	17.6%
M	213	16.7%
A	190	14.9%

Space Separator

Value	Count	Frequency (%)
	450	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	225	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6454	90.5%
Common	675	9.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1705	26.4%
t	640	9.9%
i	438	6.8%
e	438	6.8%
B	426	6.6%
j	426	6.6%
l	415	6.4%
b	225	3.5%
o	225	3.5%
P	225	3.5%
Other values (6)	1291	20.0%

Common

Value	Count	Frequency (%)
	450	66.7%
-	225	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7129	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1705	23.9%
t	640	9.0%
	450	6.3%
i	438	6.1%
e	438	6.1%
B	426	6.0%
j	426	6.0%
l	415	5.8%
b	225	3.2%
o	225	3.2%
Other values (8)	1741	24.4%

DUR_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	881
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	349.8935844

Minimum	20
Maximum	3810.6922
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	20
5-th percentile	41.63145
Q1	121.512
median	245.99445
Q3	455.6172
95-th percentile	1000.534
Maximum	3810.6922
Range	3790.6922
Interquartile range (IQR)	334.1052

Descriptive statistics

Standard deviation	360.9601532
Coefficient of variation (CV)	1.031628384
Kurtosis	20.41701095
Mean	349.8935844
Median Absolute Deviation (MAD)	143.95985
Skewness	3.397190179
Sum	368787.838
Variance	130292.2322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	25	2.4%
121.512	5	0.5%
53.8542	4	0.4%
109.56	4	0.4%
148.44	3	0.3%
81.672	3	0.3%
616.714	3	0.3%
316	3	0.3%
346	3	0.3%
39.84	3	0.3%
Other values (871)	998	94.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	25	2.4%
21.9406	1	0.1%
23.68	1	0.1%
23.904	1	0.1%
24.8725	1	0.1%
25.7296	1	0.1%
25.896	1	0.1%
26	1	0.1%
27.7088	1	0.1%
27.888	1	0.1%

Value	Count	Frequency (%)
3810.6922	1	0.1%
3426.24	1	0.1%
3302.404	1	0.1%
2724	1	0.1%
2153	1	0.1%
2001.96	1	0.1%
1968.0313	1	0.1%
1889.945	1	0.1%
1790.46	1	0.1%
1661.149	1	0.1%

CALIDAD_DUR
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Dura	572
Muy dura e indeseable usos industrial y domestico	225
Potable - Moderadamente suave	165
Potable - Suave	92

Length

Max length	49
Median length	14
Mean length	23.90702087
Min length	14

Characters and Unicode

Total characters	25198
Distinct characters	22
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Dura
2nd row	Potable - Dura
3rd row	Potable - Dura
4th row	Potable - Dura
5th row	Potable - Dura

Common Values

Value	Count	Frequency (%)
Potable - Dura	572	54.3%
Muy dura e indeseable usos industrial y domestico	225	21.3%
Potable - Moderadamente suave	165	15.7%
Potable - Suave	92	8.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
potable	829	18.6%
	829	18.6%
dura	797	17.9%
suave	257	5.8%
muy	225	5.1%
e	225	5.1%
indeseable	225	5.1%
usos	225	5.1%
industrial	225	5.1%
y	225	5.1%
Other values (2)	390	8.8%

Most occurring characters

Value	Count	Frequency (%)
	3398	13.5%
e	2706	10.7%
a	2663	10.6%
u	1729	6.9%
o	1669	6.6%
t	1444	5.7%
s	1290	5.1%
l	1279	5.1%
d	1230	4.9%
r	1187	4.7%
Other values (12)	6603	26.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	19088	75.8%
Space Separator	3398	13.5%
Uppercase Letter	1883	7.5%
Dash Punctuation	829	3.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2706	14.2%
a	2663	14.0%
u	1729	9.1%
o	1669	8.7%
t	1444	7.6%
s	1290	6.8%
l	1279	6.7%
d	1230	6.4%
r	1187	6.2%
b	1054	5.5%
Other values (6)	2837	14.9%

Uppercase Letter

Value	Count	Frequency (%)
P	829	44.0%
D	572	30.4%
M	390	20.7%
S	92	4.9%

Space Separator

Value	Count	Frequency (%)
	3398	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	829	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20971	83.2%
Common	4227	16.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2706	12.9%
a	2663	12.7%
u	1729	8.2%
o	1669	8.0%
t	1444	6.9%
s	1290	6.2%
l	1279	6.1%
d	1230	5.9%
r	1187	5.7%
b	1054	5.0%
Other values (10)	4720	22.5%

Common

Value	Count	Frequency (%)
	3398	80.4%
-	829	19.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25198	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3398	13.5%
e	2706	10.7%
a	2663	10.6%
u	1729	6.9%
o	1669	6.6%
t	1444	5.7%
s	1290	5.1%
l	1279	5.1%
d	1230	4.9%
r	1187	4.7%
Other values (12)	6603	26.2%

COLI_FEC_NMP/100_mL
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	124
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	359.7341556

Minimum	1.1
Maximum	24196
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	1.1
5-th percentile	1.1
Q1	1.1
median	1.1
Q3	10.75
95-th percentile	1138.6
Maximum	24196
Range	24194.9
Interquartile range (IQR)	9.65

Descriptive statistics

Standard deviation	2065.705773
Coefficient of variation (CV)	5.742312041
Kurtosis	87.55671698
Mean	359.7341556
Median Absolute Deviation (MAD)	0
Skewness	8.897613829
Sum	379159.8
Variance	4267140.341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.1	728	69.1%
10	37	3.5%
40	28	2.7%
20	19	1.8%
31	11	1.0%
41	11	1.0%
4	10	0.9%
9	9	0.9%
75	6	0.6%
23	6	0.6%
Other values (114)	189	17.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	728	69.1%
3	2	0.2%
4	10	0.9%
7	4	0.4%
9	9	0.9%
10	37	3.5%
11	2	0.2%
20	19	1.8%
21	1	0.1%
23	6	0.6%

Value	Count	Frequency (%)
24196	4	0.4%
19863	1	0.1%
17329	2	0.2%
14136	2	0.2%
11199	1	0.1%
11000	1	0.1%
10462	1	0.1%
9208	1	0.1%
8161	1	0.1%
7270	1	0.1%

CALIDAD_COLI_FEC
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Excelente	730
Buena calidad	204
Aceptable	59
Contaminada	49
Fuertemente contaminada	12

Length

Max length	23
Median length	19
Mean length	16.95256167
Min length	9

Characters and Unicode

Total characters	17868
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Excelente
2nd row	Potable - Excelente
3rd row	Potable - Excelente
4th row	Potable - Excelente
5th row	Aceptable

Common Values

Value	Count	Frequency (%)
Potable - Excelente	730	69.3%
Buena calidad	204	19.4%
Aceptable	59	5.6%
Contaminada	49	4.6%
Fuertemente contaminada	12	1.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
potable	730	26.7%
	730	26.7%
excelente	730	26.7%
buena	204	7.5%
calidad	204	7.5%
contaminada	61	2.2%
aceptable	59	2.2%
fuertemente	12	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	3290	18.4%
l	1723	9.6%
	1676	9.4%
t	1604	9.0%
a	1584	8.9%
n	1068	6.0%
c	1005	5.6%
o	791	4.4%
b	789	4.4%
x	730	4.1%
Other values (13)	3608	20.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13678	76.6%
Uppercase Letter	1784	10.0%
Space Separator	1676	9.4%
Dash Punctuation	730	4.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3290	24.1%
l	1723	12.6%
t	1604	11.7%
a	1584	11.6%
n	1068	7.8%
c	1005	7.3%
o	791	5.8%
b	789	5.8%
x	730	5.3%
d	469	3.4%
Other values (5)	625	4.6%

Uppercase Letter

Value	Count	Frequency (%)
P	730	40.9%
E	730	40.9%
B	204	11.4%
A	59	3.3%
C	49	2.7%
F	12	0.7%

Space Separator

Value	Count	Frequency (%)
	1676	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	730	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15462	86.5%
Common	2406	13.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3290	21.3%
l	1723	11.1%
t	1604	10.4%
a	1584	10.2%
n	1068	6.9%
c	1005	6.5%
o	791	5.1%
b	789	5.1%
x	730	4.7%
P	730	4.7%
Other values (11)	2148	13.9%

Common

Value	Count	Frequency (%)
	1676	69.7%
-	730	30.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17868	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	3290	18.4%
l	1723	9.6%
	1676	9.4%
t	1604	9.0%
a	1584	8.9%
n	1068	6.0%
c	1005	5.6%
o	791	4.4%
b	789	4.4%
x	730	4.1%
Other values (13)	3608	20.2%

N_NO3_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	983
Distinct (%)	93.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.321651351

Minimum	0.02
Maximum	121.007813
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	0.02
5-th percentile	0.02
Q1	0.65166675
median	2.082916
Q3	5.190385
95-th percentile	13.9296595
Maximum	121.007813
Range	120.987813
Interquartile range (IQR)	4.53871825

Descriptive statistics

Standard deviation	8.378331909
Coefficient of variation (CV)	1.938687605
Kurtosis	70.43611329
Mean	4.321651351
Median Absolute Deviation (MAD)	1.8523215
Skewness	7.041112737
Sum	4555.020524
Variance	70.19644557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	64	6.1%
0.096	3	0.3%
1.955	2	0.2%
0.2162	2	0.2%
0.029	2	0.2%
0.147	2	0.2%
0.163	2	0.2%
0.073	2	0.2%
5.8506	1	0.1%
9.9538	1	0.1%
Other values (973)	973	92.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	64	6.1%
0.0208	1	0.1%
0.021	1	0.1%
0.022059	1	0.1%
0.024	1	0.1%
0.027	1	0.1%
0.027356	1	0.1%
0.029	2	0.2%
0.02974	1	0.1%
0.0307	1	0.1%

Value	Count	Frequency (%)
121.007813	1	0.1%
102.299497	1	0.1%
77.392	1	0.1%
69.881322	1	0.1%
67.249918	1	0.1%
62.958746	1	0.1%
58.738355	1	0.1%
52.506283	1	0.1%
49.908384	1	0.1%
36.477104	1	0.1%

CALIDAD_N_NO3
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Excelente	780
Potable - Buena calidad	194
No apta como FAAP	80

Length

Max length	23
Median length	19
Mean length	19.58444023
Min length	17

Characters and Unicode

Total characters	20642
Distinct characters	22
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Excelente
2nd row	Potable - Buena calidad
3rd row	Potable - Excelente
4th row	Potable - Excelente
5th row	No apta como FAAP

Common Values

Value	Count	Frequency (%)
Potable - Excelente	780	74.0%
Potable - Buena calidad	194	18.4%
No apta como FAAP	80	7.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
potable	974	28.3%
	974	28.3%
excelente	780	22.7%
buena	194	5.6%
calidad	194	5.6%
no	80	2.3%
apta	80	2.3%
como	80	2.3%
faap	80	2.3%

Most occurring characters

Value	Count	Frequency (%)
e	3508	17.0%
	2382	11.5%
l	1948	9.4%
t	1834	8.9%
a	1716	8.3%
o	1214	5.9%
P	1054	5.1%
c	1054	5.1%
-	974	4.7%
b	974	4.7%
Other values (12)	3984	19.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14938	72.4%
Space Separator	2382	11.5%
Uppercase Letter	2348	11.4%
Dash Punctuation	974	4.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3508	23.5%
l	1948	13.0%
t	1834	12.3%
a	1716	11.5%
o	1214	8.1%
c	1054	7.1%
b	974	6.5%
n	974	6.5%
x	780	5.2%
d	388	2.6%
Other values (4)	548	3.7%

Uppercase Letter

Value	Count	Frequency (%)
P	1054	44.9%
E	780	33.2%
B	194	8.3%
A	160	6.8%
N	80	3.4%
F	80	3.4%

Space Separator

Value	Count	Frequency (%)
	2382	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	974	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17286	83.7%
Common	3356	16.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3508	20.3%
l	1948	11.3%
t	1834	10.6%
a	1716	9.9%
o	1214	7.0%
P	1054	6.1%
c	1054	6.1%
b	974	5.6%
n	974	5.6%
E	780	4.5%
Other values (10)	2230	12.9%

Common

Value	Count	Frequency (%)
	2382	71.0%
-	974	29.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20642	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	3508	17.0%
	2382	11.5%
l	1948	9.4%
t	1834	8.9%
a	1716	8.3%
o	1214	5.9%
P	1054	5.1%
c	1054	5.1%
-	974	4.7%
b	974	4.7%
Other values (12)	3984	19.3%

AS_TOT_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	206
Distinct (%)	19.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0195036148

Minimum	0.01
Maximum	0.4522
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.01
median	0.01
Q3	0.01
95-th percentile	0.066385
Maximum	0.4522
Range	0.4422
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.03505077194
Coefficient of variation (CV)	1.79714234
Kurtosis	58.7151296
Mean	0.0195036148
Median Absolute Deviation (MAD)	0
Skewness	6.761573336
Sum	20.55681
Variance	0.001228556614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	805	76.4%
0.0135	4	0.4%
0.0201	3	0.3%
0.0217	3	0.3%
0.0118	3	0.3%
0.0154	3	0.3%
0.0226	3	0.3%
0.0438	2	0.2%
0.0238	2	0.2%
0.0105	2	0.2%
Other values (196)	224	21.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	805	76.4%
0.0101	1	0.1%
0.01015	1	0.1%
0.0103	1	0.1%
0.0104	1	0.1%
0.0105	2	0.2%
0.0106	2	0.2%
0.0107	1	0.1%
0.0108	2	0.2%
0.0109	2	0.2%

Value	Count	Frequency (%)
0.4522	1	0.1%
0.3784	1	0.1%
0.3688	1	0.1%
0.3558	1	0.1%
0.2887	1	0.1%
0.2549	1	0.1%
0.2518	1	0.1%
0.2001	1	0.1%
0.1957	1	0.1%
0.1916	1	0.1%

CALIDAD_AS
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Excelente	805
No apta como FAAP	125
Apta como FAAP	124

Length

Max length	19
Median length	19
Mean length	18.17457306
Min length	14

Characters and Unicode

Total characters	19156
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Apta como FAAP
2nd row	Apta como FAAP
3rd row	No apta como FAAP
4th row	Apta como FAAP
5th row	Potable - Excelente

Common Values

Value	Count	Frequency (%)
Potable - Excelente	805	76.4%
No apta como FAAP	125	11.9%
Apta como FAAP	124	11.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
potable	805	24.5%
	805	24.5%
excelente	805	24.5%
apta	249	7.6%
como	249	7.6%
faap	249	7.6%
no	125	3.8%

Most occurring characters

Value	Count	Frequency (%)
e	3220	16.8%
	2233	11.7%
t	1859	9.7%
l	1610	8.4%
o	1428	7.5%
a	1179	6.2%
P	1054	5.5%
c	1054	5.5%
x	805	4.2%
n	805	4.2%
Other values (8)	3909	20.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13263	69.2%
Uppercase Letter	2855	14.9%
Space Separator	2233	11.7%
Dash Punctuation	805	4.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3220	24.3%
t	1859	14.0%
l	1610	12.1%
o	1428	10.8%
a	1179	8.9%
c	1054	7.9%
x	805	6.1%
n	805	6.1%
b	805	6.1%
p	249	1.9%

Uppercase Letter

Value	Count	Frequency (%)
P	1054	36.9%
E	805	28.2%
A	622	21.8%
F	249	8.7%
N	125	4.4%

Space Separator

Value	Count	Frequency (%)
	2233	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	805	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16118	84.1%
Common	3038	15.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3220	20.0%
t	1859	11.5%
l	1610	10.0%
o	1428	8.9%
a	1179	7.3%
P	1054	6.5%
c	1054	6.5%
x	805	5.0%
n	805	5.0%
E	805	5.0%
Other values (6)	2299	14.3%

Common

Value	Count	Frequency (%)
	2233	73.5%
-	805	26.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19156	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	3220	16.8%
	2233	11.7%
t	1859	9.7%
l	1610	8.4%
o	1428	7.5%
a	1179	6.2%
P	1054	5.5%
c	1054	5.5%
x	805	4.2%
n	805	4.2%
Other values (8)	3909	20.4%

CD_TOT_mg/L
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

0.003	1052
0.0056	1
0.03211	1

Length

Max length	7
Median length	5
Mean length	5.0028463
Min length	5

Characters and Unicode

Total characters	5273
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

1st row	0.003
2nd row	0.003
3rd row	0.003
4th row	0.003
5th row	0.003

Common Values

Value	Count	Frequency (%)
0.003	1052	99.8%
0.0056	1	0.1%
0.03211	1	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.003	1052	99.8%
0.0056	1	0.1%
0.03211	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	3161	59.9%
.	1054	20.0%
3	1053	20.0%
1	2	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
2	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4219	80.0%
Other Punctuation	1054	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3161	74.9%
3	1053	25.0%
1	2	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
2	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	1054	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5273	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3161	59.9%
.	1054	20.0%
3	1053	20.0%
1	2	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
2	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5273	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3161	59.9%
.	1054	20.0%
3	1053	20.0%
1	2	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
2	1	< 0.1%

CALIDAD_CD
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Excelente	1052
No apta como FAAP	2

Length

Max length	19
Median length	19
Mean length	18.99620493
Min length	17

Characters and Unicode

Total characters	20022
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Excelente
2nd row	Potable - Excelente
3rd row	Potable - Excelente
4th row	Potable - Excelente
5th row	Potable - Excelente

Common Values

Value	Count	Frequency (%)
Potable - Excelente	1052	99.8%
No apta como FAAP	2	0.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
potable	1052	33.2%
	1052	33.2%
excelente	1052	33.2%
no	2	0.1%
apta	2	0.1%
como	2	0.1%
faap	2	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	4208	21.0%
	2110	10.5%
t	2106	10.5%
l	2104	10.5%
o	1058	5.3%
a	1056	5.3%
P	1054	5.3%
c	1054	5.3%
x	1052	5.3%
n	1052	5.3%
Other values (8)	3168	15.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14746	73.6%
Uppercase Letter	2114	10.6%
Space Separator	2110	10.5%
Dash Punctuation	1052	5.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4208	28.5%
t	2106	14.3%
l	2104	14.3%
o	1058	7.2%
a	1056	7.2%
c	1054	7.1%
x	1052	7.1%
n	1052	7.1%
b	1052	7.1%
p	2	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
P	1054	49.9%
E	1052	49.8%
A	4	0.2%
N	2	0.1%
F	2	0.1%

Space Separator

Value	Count	Frequency (%)
	2110	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1052	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16860	84.2%
Common	3162	15.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4208	25.0%
t	2106	12.5%
l	2104	12.5%
o	1058	6.3%
a	1056	6.3%
P	1054	6.3%
c	1054	6.3%
x	1052	6.2%
n	1052	6.2%
E	1052	6.2%
Other values (6)	1064	6.3%

Common

Value	Count	Frequency (%)
	2110	66.7%
-	1052	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20022	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4208	21.0%
	2110	10.5%
t	2106	10.5%
l	2104	10.5%
o	1058	5.3%
a	1056	5.3%
P	1054	5.3%
c	1054	5.3%
x	1052	5.3%
n	1052	5.3%
Other values (8)	3168	15.8%

CR_TOT_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	164
Distinct (%)	15.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01335270398

Minimum	0.005
Maximum	5.0032
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	0.005
5-th percentile	0.005
Q1	0.005
median	0.005
Q3	0.005
95-th percentile	0.021238
Maximum	5.0032
Range	4.9982
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1554116727
Coefficient of variation (CV)	11.63896637
Kurtosis	1012.163783
Mean	0.01335270398
Median Absolute Deviation (MAD)	0
Skewness	31.54467997
Sum	14.07375
Variance	0.024152788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.005	851	80.7%
0.0051	6	0.6%
0.0053	5	0.5%
0.0052	4	0.4%
0.007	4	0.4%
0.0099	3	0.3%
0.01	3	0.3%
0.0071	3	0.3%
0.014	3	0.3%
0.0067	3	0.3%
Other values (154)	169	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005	851	80.7%
0.0051	6	0.6%
0.0052	4	0.4%
0.0053	5	0.5%
0.0054	2	0.2%
0.0055	2	0.2%
0.0056	2	0.2%
0.0057	1	0.1%
0.0058	1	0.1%
0.006	3	0.3%

Value	Count	Frequency (%)
5.0032	1	0.1%
0.591	1	0.1%
0.15094	1	0.1%
0.14611	1	0.1%
0.13874	1	0.1%
0.12901	1	0.1%
0.1099	1	0.1%
0.10975	1	0.1%
0.1074	1	0.1%
0.09499	1	0.1%

CALIDAD_CR
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Excelente	1039
No apta como FAAP	15

Length

Max length	19
Median length	19
Mean length	18.971537
Min length	17

Characters and Unicode

Total characters	19996
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Excelente
2nd row	Potable - Excelente
3rd row	Potable - Excelente
4th row	Potable - Excelente
5th row	Potable - Excelente

Common Values

Value	Count	Frequency (%)
Potable - Excelente	1039	98.6%
No apta como FAAP	15	1.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
potable	1039	32.7%
	1039	32.7%
excelente	1039	32.7%
no	15	0.5%
apta	15	0.5%
como	15	0.5%
faap	15	0.5%

Most occurring characters

Value	Count	Frequency (%)
e	4156	20.8%
	2123	10.6%
t	2093	10.5%
l	2078	10.4%
o	1084	5.4%
a	1069	5.3%
P	1054	5.3%
c	1054	5.3%
x	1039	5.2%
n	1039	5.2%
Other values (8)	3207	16.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14681	73.4%
Uppercase Letter	2153	10.8%
Space Separator	2123	10.6%
Dash Punctuation	1039	5.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4156	28.3%
t	2093	14.3%
l	2078	14.2%
o	1084	7.4%
a	1069	7.3%
c	1054	7.2%
x	1039	7.1%
n	1039	7.1%
b	1039	7.1%
p	15	0.1%

Uppercase Letter

Value	Count	Frequency (%)
P	1054	49.0%
E	1039	48.3%
A	30	1.4%
N	15	0.7%
F	15	0.7%

Space Separator

Value	Count	Frequency (%)
	2123	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1039	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16834	84.2%
Common	3162	15.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4156	24.7%
t	2093	12.4%
l	2078	12.3%
o	1084	6.4%
a	1069	6.4%
P	1054	6.3%
c	1054	6.3%
x	1039	6.2%
n	1039	6.2%
E	1039	6.2%
Other values (6)	1129	6.7%

Common

Value	Count	Frequency (%)
	2123	67.1%
-	1039	32.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19996	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4156	20.8%
	2123	10.6%
t	2093	10.5%
l	2078	10.4%
o	1084	5.4%
a	1069	5.3%
P	1054	5.3%
c	1054	5.3%
x	1039	5.2%
n	1039	5.2%
Other values (8)	3207	16.0%

HG_TOT_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	59
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0005572201139

Minimum	0.0005
Maximum	0.01415
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	0.0005
5-th percentile	0.0005
Q1	0.0005
median	0.0005
Q3	0.0005
95-th percentile	0.0007335
Maximum	0.01415
Range	0.01365
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0004697395319
Coefficient of variation (CV)	0.8430053407
Kurtosis	669.0008032
Mean	0.0005572201139
Median Absolute Deviation (MAD)	0
Skewness	23.65435824
Sum	0.58731
Variance	2.206552279 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0005	966	91.7%
0.0006	13	1.2%
0.00086	4	0.4%
0.00051	3	0.3%
0.0008	3	0.3%
0.0007	2	0.2%
0.00065	2	0.2%
0.00101	2	0.2%
0.00128	2	0.2%
0.00064	2	0.2%
Other values (49)	55	5.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0005	966	91.7%
0.00051	3	0.3%
0.00052	2	0.2%
0.00054	1	0.1%
0.00055	1	0.1%
0.00056	2	0.2%
0.00058	1	0.1%
0.00059	1	0.1%
0.0006	13	1.2%
0.00062	1	0.1%

Value	Count	Frequency (%)
0.01415	1	0.1%
0.00314	1	0.1%
0.00289	1	0.1%
0.00254	1	0.1%
0.00216	1	0.1%
0.00189	1	0.1%
0.00185	1	0.1%
0.00184	1	0.1%
0.0017	1	0.1%
0.00168	1	0.1%

CALIDAD_HG
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Excelente	1053
No apta como FAAP	1

Length

Max length	19
Median length	19
Mean length	18.99810247
Min length	17

Characters and Unicode

Total characters	20024
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	Potable - Excelente
2nd row	Potable - Excelente
3rd row	Potable - Excelente
4th row	Potable - Excelente
5th row	Potable - Excelente

Common Values

Value	Count	Frequency (%)
Potable - Excelente	1053	99.9%
No apta como FAAP	1	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
potable	1053	33.3%
	1053	33.3%
excelente	1053	33.3%
no	1	< 0.1%
apta	1	< 0.1%
como	1	< 0.1%
faap	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	4212	21.0%
	2109	10.5%
t	2107	10.5%
l	2106	10.5%
o	1056	5.3%
a	1055	5.3%
P	1054	5.3%
c	1054	5.3%
x	1053	5.3%
n	1053	5.3%
Other values (8)	3165	15.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14751	73.7%
Uppercase Letter	2111	10.5%
Space Separator	2109	10.5%
Dash Punctuation	1053	5.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4212	28.6%
t	2107	14.3%
l	2106	14.3%
o	1056	7.2%
a	1055	7.2%
c	1054	7.1%
x	1053	7.1%
n	1053	7.1%
b	1053	7.1%
p	1	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
P	1054	49.9%
E	1053	49.9%
A	2	0.1%
N	1	< 0.1%
F	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2109	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1053	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16862	84.2%
Common	3162	15.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4212	25.0%
t	2107	12.5%
l	2106	12.5%
o	1056	6.3%
a	1055	6.3%
P	1054	6.3%
c	1054	6.3%
x	1053	6.2%
n	1053	6.2%
E	1053	6.2%
Other values (6)	1059	6.3%

Common

Value	Count	Frequency (%)
	2109	66.7%
-	1053	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20024	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4212	21.0%
	2109	10.5%
t	2107	10.5%
l	2106	10.5%
o	1056	5.3%
a	1055	5.3%
P	1054	5.3%
c	1054	5.3%
x	1053	5.3%
n	1053	5.3%
Other values (8)	3165	15.8%

PB_TOT_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	30
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.005285313093

Minimum	0.005
Maximum	0.0809
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	0.005
5-th percentile	0.005
Q1	0.005
median	0.005
Q3	0.005
95-th percentile	0.005
Maximum	0.0809
Range	0.0759
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.003275771637
Coefficient of variation (CV)	0.6197876226
Kurtosis	333.9750808
Mean	0.005285313093
Median Absolute Deviation (MAD)	0
Skewness	17.12295247
Sum	5.57072
Variance	1.073067982 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0.005	1025	97.2%
0.0399	1	0.1%
0.00709	1	0.1%
0.00596	1	0.1%
0.046	1	0.1%
0.00744	1	0.1%
0.00644	1	0.1%
0.00619	1	0.1%
0.00703	1	0.1%
0.0133	1	0.1%
Other values (20)	20	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005	1025	97.2%
0.0053	1	0.1%
0.00556	1	0.1%
0.00557	1	0.1%
0.00596	1	0.1%
0.00619	1	0.1%
0.00644	1	0.1%
0.00703	1	0.1%
0.00709	1	0.1%
0.00734	1	0.1%

Value	Count	Frequency (%)
0.0809	1	0.1%
0.049	1	0.1%
0.046	1	0.1%
0.0399	1	0.1%
0.0219	1	0.1%
0.0152	1	0.1%
0.0135	1	0.1%
0.0133	1	0.1%
0.01225	1	0.1%
0.0116	1	0.1%

CALIDAD_PB
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Excelente	1042
No apta como FAAP	12

Length

Max length	19
Median length	19
Mean length	18.9772296
Min length	17

Characters and Unicode

Total characters	20002
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Excelente
2nd row	Potable - Excelente
3rd row	Potable - Excelente
4th row	Potable - Excelente
5th row	Potable - Excelente

Common Values

Value	Count	Frequency (%)
Potable - Excelente	1042	98.9%
No apta como FAAP	12	1.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
potable	1042	32.8%
	1042	32.8%
excelente	1042	32.8%
no	12	0.4%
apta	12	0.4%
como	12	0.4%
faap	12	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	4168	20.8%
	2120	10.6%
t	2096	10.5%
l	2084	10.4%
o	1078	5.4%
a	1066	5.3%
P	1054	5.3%
c	1054	5.3%
x	1042	5.2%
n	1042	5.2%
Other values (8)	3198	16.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14696	73.5%
Uppercase Letter	2144	10.7%
Space Separator	2120	10.6%
Dash Punctuation	1042	5.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4168	28.4%
t	2096	14.3%
l	2084	14.2%
o	1078	7.3%
a	1066	7.3%
c	1054	7.2%
x	1042	7.1%
n	1042	7.1%
b	1042	7.1%
p	12	0.1%

Uppercase Letter

Value	Count	Frequency (%)
P	1054	49.2%
E	1042	48.6%
A	24	1.1%
N	12	0.6%
F	12	0.6%

Space Separator

Value	Count	Frequency (%)
	2120	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1042	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16840	84.2%
Common	3162	15.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4168	24.8%
t	2096	12.4%
l	2084	12.4%
o	1078	6.4%
a	1066	6.3%
P	1054	6.3%
c	1054	6.3%
x	1042	6.2%
n	1042	6.2%
E	1042	6.2%
Other values (6)	1114	6.6%

Common

Value	Count	Frequency (%)
	2120	67.0%
-	1042	33.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20002	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4168	20.8%
	2120	10.6%
t	2096	10.5%
l	2084	10.4%
o	1078	5.4%
a	1066	5.3%
P	1054	5.3%
c	1054	5.3%
x	1042	5.2%
n	1042	5.2%
Other values (8)	3198	16.0%

MN_TOT_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	357
Distinct (%)	33.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07295989564

Minimum	0.0015
Maximum	8.982
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	0.0015
5-th percentile	0.0015
Q1	0.0015
median	0.0015
Q3	0.00983
95-th percentile	0.365793
Maximum	8.982
Range	8.9805
Interquartile range (IQR)	0.00833

Descriptive statistics

Standard deviation	0.3788564946
Coefficient of variation (CV)	5.192667715
Kurtosis	303.7800881
Mean	0.07295989564
Median Absolute Deviation (MAD)	0
Skewness	14.62076602
Sum	76.89973
Variance	0.1435322435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0015	548	52.0%
0.0017	12	1.1%
0.0021	10	0.9%
0.0016	9	0.9%
0.003	8	0.8%
0.0023	7	0.7%
0.0022	7	0.7%
0.0019	7	0.7%
0.0028	6	0.6%
0.002	6	0.6%
Other values (347)	434	41.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0015	548	52.0%
0.0016	9	0.9%
0.00163	1	0.1%
0.00169	1	0.1%
0.0017	12	1.1%
0.00177	1	0.1%
0.00179	1	0.1%
0.0018	4	0.4%
0.00187	1	0.1%
0.00189	1	0.1%

Value	Count	Frequency (%)
8.982	1	0.1%
3.4548	1	0.1%
3.279	1	0.1%
2.015	1	0.1%
1.96	1	0.1%
1.771	1	0.1%
1.6	1	0.1%
1.568	1	0.1%
1.557	1	0.1%
1.477	1	0.1%

CALIDAD_MN
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Excelente	969
Puede afectar la salud	50
Sin efectos en la salud - Puede dar color al agua	35

Length

Max length	49
Median length	19
Mean length	20.13851992
Min length	19

Characters and Unicode

Total characters	21226
Distinct characters	21
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Excelente
2nd row	Potable - Excelente
3rd row	Potable - Excelente
4th row	Potable - Excelente
5th row	Potable - Excelente

Common Values

Value	Count	Frequency (%)
Potable - Excelente	969	91.9%
Puede afectar la salud	50	4.7%
Sin efectos en la salud - Puede dar color al agua	35	3.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
	1004	28.8%
potable	969	27.7%
excelente	969	27.7%
puede	85	2.4%
la	85	2.4%
salud	85	2.4%
afectar	50	1.4%
sin	35	1.0%
efectos	35	1.0%
en	35	1.0%
Other values (4)	140	4.0%

Most occurring characters

Value	Count	Frequency (%)
e	4201	19.8%
	2438	11.5%
l	2178	10.3%
t	2023	9.5%
a	1379	6.5%
c	1089	5.1%
o	1074	5.1%
P	1054	5.0%
n	1039	4.9%
-	1004	4.7%
Other values (11)	3747	17.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15726	74.1%
Space Separator	2438	11.5%
Uppercase Letter	2058	9.7%
Dash Punctuation	1004	4.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4201	26.7%
l	2178	13.8%
t	2023	12.9%
a	1379	8.8%
c	1089	6.9%
o	1074	6.8%
n	1039	6.6%
x	969	6.2%
b	969	6.2%
u	205	1.3%
Other values (6)	600	3.8%

Uppercase Letter

Value	Count	Frequency (%)
P	1054	51.2%
E	969	47.1%
S	35	1.7%

Space Separator

Value	Count	Frequency (%)
	2438	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1004	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17784	83.8%
Common	3442	16.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4201	23.6%
l	2178	12.2%
t	2023	11.4%
a	1379	7.8%
c	1089	6.1%
o	1074	6.0%
P	1054	5.9%
n	1039	5.8%
x	969	5.4%
E	969	5.4%
Other values (9)	1809	10.2%

Common

Value	Count	Frequency (%)
	2438	70.8%
-	1004	29.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21226	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4201	19.8%
	2438	11.5%
l	2178	10.3%
t	2023	9.5%
a	1379	6.5%
c	1089	5.1%
o	1074	5.1%
P	1054	5.0%
n	1039	4.9%
-	1004	4.7%
Other values (11)	3747	17.7%

FE_TOT_mg/L
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	606
Distinct (%)	57.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4122343928

Minimum	0.025
Maximum	178.615
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 KiB

Quantile statistics

Minimum	0.025
5-th percentile	0.025
Q1	0.025
median	0.0469
Q3	0.172275
95-th percentile	0.908067
Maximum	178.615
Range	178.59
Interquartile range (IQR)	0.147275

Descriptive statistics

Standard deviation	5.574306689
Coefficient of variation (CV)	13.52217764
Kurtosis	994.6876848
Mean	0.4122343928
Median Absolute Deviation (MAD)	0.0219
Skewness	31.13993832
Sum	434.49505
Variance	31.07289507
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.025	396	37.6%
0.0288	4	0.4%
0.0492	4	0.4%
0.0564	3	0.3%
0.0483	3	0.3%
0.0471	3	0.3%
0.0346	3	0.3%
0.2008	2	0.2%
0.0437	2	0.2%
0.0304	2	0.2%
Other values (596)	632	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.025	396	37.6%
0.0253	2	0.2%
0.0256	1	0.1%
0.0257	1	0.1%
0.0259	1	0.1%
0.026	1	0.1%
0.0261	1	0.1%
0.0266	1	0.1%
0.02701	1	0.1%
0.02712	1	0.1%

Value	Count	Frequency (%)
178.615	1	0.1%
16.4371	1	0.1%
14.06	1	0.1%
13.44	1	0.1%
7.382	1	0.1%
5.258	1	0.1%
5.017	1	0.1%
4.65	1	0.1%
4.463	1	0.1%
4.297	1	0.1%

CALIDAD_FE
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Potable - Excelente	920
Sin efectos en la salud - Puede dar color al agua	134

Length

Max length	49
Median length	19
Mean length	22.81404175
Min length	19

Characters and Unicode

Total characters	24046
Distinct characters	21
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Potable - Excelente
2nd row	Potable - Excelente
3rd row	Potable - Excelente
4th row	Potable - Excelente
5th row	Potable - Excelente

Common Values

Value	Count	Frequency (%)
Potable - Excelente	920	87.3%
Sin efectos en la salud - Puede dar color al agua	134	12.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
	1054	24.9%
potable	920	21.7%
excelente	920	21.7%
sin	134	3.2%
efectos	134	3.2%
en	134	3.2%
la	134	3.2%
salud	134	3.2%
puede	134	3.2%
dar	134	3.2%
Other values (3)	402	9.5%

Most occurring characters

Value	Count	Frequency (%)
e	4350	18.1%
	3180	13.2%
l	2376	9.9%
t	1974	8.2%
a	1724	7.2%
o	1322	5.5%
n	1188	4.9%
c	1188	4.9%
P	1054	4.4%
-	1054	4.4%
Other values (11)	4636	19.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17704	73.6%
Space Separator	3180	13.2%
Uppercase Letter	2108	8.8%
Dash Punctuation	1054	4.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4350	24.6%
l	2376	13.4%
t	1974	11.2%
a	1724	9.7%
o	1322	7.5%
n	1188	6.7%
c	1188	6.7%
x	920	5.2%
b	920	5.2%
u	402	2.3%
Other values (6)	1340	7.6%

Uppercase Letter

Value	Count	Frequency (%)
P	1054	50.0%
E	920	43.6%
S	134	6.4%

Space Separator

Value	Count	Frequency (%)
	3180	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1054	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	19812	82.4%
Common	4234	17.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4350	22.0%
l	2376	12.0%
t	1974	10.0%
a	1724	8.7%
o	1322	6.7%
n	1188	6.0%
c	1188	6.0%
P	1054	5.3%
x	920	4.6%
E	920	4.6%
Other values (9)	2796	14.1%

Common

Value	Count	Frequency (%)
	3180	75.1%
-	1054	24.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24046	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4350	18.1%
	3180	13.2%
l	2376	9.9%
t	1974	8.2%
a	1724	7.2%
o	1322	5.5%
n	1188	4.9%
c	1188	4.9%
P	1054	4.4%
-	1054	4.4%
Other values (11)	4636	19.3%

SEMAFORO
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

Verde	427
Rojo	382
Amarillo	245

Length

Max length	8
Median length	5
Mean length	5.334914611
Min length	4

Characters and Unicode

Total characters	5623
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Verde
2nd row	Verde
3rd row	Rojo
4th row	Verde
5th row	Rojo

Common Values

Value	Count	Frequency (%)
Verde	427	40.5%
Rojo	382	36.2%
Amarillo	245	23.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
verde	427	40.5%
rojo	382	36.2%
amarillo	245	23.2%

Most occurring characters

Value	Count	Frequency (%)
o	1009	17.9%
e	854	15.2%
r	672	12.0%
l	490	8.7%
V	427	7.6%
d	427	7.6%
R	382	6.8%
j	382	6.8%
A	245	4.4%
m	245	4.4%
Other values (2)	490	8.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4569	81.3%
Uppercase Letter	1054	18.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1009	22.1%
e	854	18.7%
r	672	14.7%
l	490	10.7%
d	427	9.3%
j	382	8.4%
m	245	5.4%
a	245	5.4%
i	245	5.4%

Uppercase Letter

Value	Count	Frequency (%)
V	427	40.5%
R	382	36.2%
A	245	23.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5623	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	1009	17.9%
e	854	15.2%
r	672	12.0%
l	490	8.7%
V	427	7.6%
d	427	7.6%
R	382	6.8%
j	382	6.8%
A	245	4.4%
m	245	4.4%
Other values (2)	490	8.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5623	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	1009	17.9%
e	854	15.2%
r	672	12.0%
l	490	8.7%
V	427	7.6%
d	427	7.6%
R	382	6.8%
j	382	6.8%
A	245	4.4%
m	245	4.4%
Other values (2)	490	8.7%

CUMPLE_CON_ALC
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	997
NO	57

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	997	94.6%
NO	57	5.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	997	94.6%
no	57	5.4%

Most occurring characters

Value	Count	Frequency (%)
S	997	47.3%
I	997	47.3%
N	57	2.7%
O	57	2.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	997	47.3%
I	997	47.3%
N	57	2.7%
O	57	2.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	997	47.3%
I	997	47.3%
N	57	2.7%
O	57	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	997	47.3%
I	997	47.3%
N	57	2.7%
O	57	2.7%

CUMPLE_CON_COND
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	931
NO	123

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	931	88.3%
NO	123	11.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	931	88.3%
no	123	11.7%

Most occurring characters

Value	Count	Frequency (%)
S	931	44.2%
I	931	44.2%
N	123	5.8%
O	123	5.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	931	44.2%
I	931	44.2%
N	123	5.8%
O	123	5.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	931	44.2%
I	931	44.2%
N	123	5.8%
O	123	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	931	44.2%
I	931	44.2%
N	123	5.8%
O	123	5.8%

CUMPLE_CON_SDT_ra
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	984
NO	70

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	984	93.4%
NO	70	6.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	984	93.4%
no	70	6.6%

Most occurring characters

Value	Count	Frequency (%)
S	984	46.7%
I	984	46.7%
N	70	3.3%
O	70	3.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	984	46.7%
I	984	46.7%
N	70	3.3%
O	70	3.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	984	46.7%
I	984	46.7%
N	70	3.3%
O	70	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	984	46.7%
I	984	46.7%
N	70	3.3%
O	70	3.3%

CUMPLE_CON_SDT_salin
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	984
NO	70

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	984	93.4%
NO	70	6.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	984	93.4%
no	70	6.6%

Most occurring characters

Value	Count	Frequency (%)
S	984	46.7%
I	984	46.7%
N	70	3.3%
O	70	3.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	984	46.7%
I	984	46.7%
N	70	3.3%
O	70	3.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	984	46.7%
I	984	46.7%
N	70	3.3%
O	70	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	984	46.7%
I	984	46.7%
N	70	3.3%
O	70	3.3%

CUMPLE_CON_FLUO
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	864
NO	190

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	NO
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	864	82.0%
NO	190	18.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	864	82.0%
no	190	18.0%

Most occurring characters

Value	Count	Frequency (%)
S	864	41.0%
I	864	41.0%
N	190	9.0%
O	190	9.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	864	41.0%
I	864	41.0%
N	190	9.0%
O	190	9.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	864	41.0%
I	864	41.0%
N	190	9.0%
O	190	9.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	864	41.0%
I	864	41.0%
N	190	9.0%
O	190	9.0%

CUMPLE_CON_DUR
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	829
NO	225

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	829	78.7%
NO	225	21.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	829	78.7%
no	225	21.3%

Most occurring characters

Value	Count	Frequency (%)
S	829	39.3%
I	829	39.3%
N	225	10.7%
O	225	10.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	829	39.3%
I	829	39.3%
N	225	10.7%
O	225	10.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	829	39.3%
I	829	39.3%
N	225	10.7%
O	225	10.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	829	39.3%
I	829	39.3%
N	225	10.7%
O	225	10.7%

CUMPLE_CON_CF
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	993
NO	61

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	993	94.2%
NO	61	5.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	993	94.2%
no	61	5.8%

Most occurring characters

Value	Count	Frequency (%)
S	993	47.1%
I	993	47.1%
N	61	2.9%
O	61	2.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	993	47.1%
I	993	47.1%
N	61	2.9%
O	61	2.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	993	47.1%
I	993	47.1%
N	61	2.9%
O	61	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	993	47.1%
I	993	47.1%
N	61	2.9%
O	61	2.9%

CUMPLE_CON_NO3
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	974
NO	80

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	NO

Common Values

Value	Count	Frequency (%)
SI	974	92.4%
NO	80	7.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	974	92.4%
no	80	7.6%

Most occurring characters

Value	Count	Frequency (%)
S	974	46.2%
I	974	46.2%
N	80	3.8%
O	80	3.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	974	46.2%
I	974	46.2%
N	80	3.8%
O	80	3.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	974	46.2%
I	974	46.2%
N	80	3.8%
O	80	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	974	46.2%
I	974	46.2%
N	80	3.8%
O	80	3.8%

CUMPLE_CON_AS
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	929
NO	125

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	NO
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	929	88.1%
NO	125	11.9%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	929	88.1%
no	125	11.9%

Most occurring characters

Value	Count	Frequency (%)
S	929	44.1%
I	929	44.1%
N	125	5.9%
O	125	5.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	929	44.1%
I	929	44.1%
N	125	5.9%
O	125	5.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	929	44.1%
I	929	44.1%
N	125	5.9%
O	125	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	929	44.1%
I	929	44.1%
N	125	5.9%
O	125	5.9%

CUMPLE_CON_CD
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	1052
NO	2

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	1052	99.8%
NO	2	0.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	1052	99.8%
no	2	0.2%

Most occurring characters

Value	Count	Frequency (%)
S	1052	49.9%
I	1052	49.9%
N	2	0.1%
O	2	0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	1052	49.9%
I	1052	49.9%
N	2	0.1%
O	2	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	1052	49.9%
I	1052	49.9%
N	2	0.1%
O	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	1052	49.9%
I	1052	49.9%
N	2	0.1%
O	2	0.1%

CUMPLE_CON_CR
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	1039
NO	15

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	1039	98.6%
NO	15	1.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	1039	98.6%
no	15	1.4%

Most occurring characters

Value	Count	Frequency (%)
S	1039	49.3%
I	1039	49.3%
N	15	0.7%
O	15	0.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	1039	49.3%
I	1039	49.3%
N	15	0.7%
O	15	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	1039	49.3%
I	1039	49.3%
N	15	0.7%
O	15	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	1039	49.3%
I	1039	49.3%
N	15	0.7%
O	15	0.7%

CUMPLE_CON_HG
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	1053
NO	1

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	1053	99.9%
NO	1	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	1053	99.9%
no	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
S	1053	50.0%
I	1053	50.0%
N	1	< 0.1%
O	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	1053	50.0%
I	1053	50.0%
N	1	< 0.1%
O	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	1053	50.0%
I	1053	50.0%
N	1	< 0.1%
O	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	1053	50.0%
I	1053	50.0%
N	1	< 0.1%
O	1	< 0.1%

CUMPLE_CON_PB
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	1042
NO	12

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	1042	98.9%
NO	12	1.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	1042	98.9%
no	12	1.1%

Most occurring characters

Value	Count	Frequency (%)
S	1042	49.4%
I	1042	49.4%
N	12	0.6%
O	12	0.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	1042	49.4%
I	1042	49.4%
N	12	0.6%
O	12	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	1042	49.4%
I	1042	49.4%
N	12	0.6%
O	12	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	1042	49.4%
I	1042	49.4%
N	12	0.6%
O	12	0.6%

CUMPLE_CON_MN
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	969
NO	85

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	969	91.9%
NO	85	8.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	969	91.9%
no	85	8.1%

Most occurring characters

Value	Count	Frequency (%)
S	969	46.0%
I	969	46.0%
N	85	4.0%
O	85	4.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	969	46.0%
I	969	46.0%
N	85	4.0%
O	85	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	969	46.0%
I	969	46.0%
N	85	4.0%
O	85	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	969	46.0%
I	969	46.0%
N	85	4.0%
O	85	4.0%

CUMPLE_CON_FE
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.4 KiB

SI	920
NO	134

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	920	87.3%
NO	134	12.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
si	920	87.3%
no	134	12.7%

Most occurring characters

Value	Count	Frequency (%)
S	920	43.6%
I	920	43.6%
N	134	6.4%
O	134	6.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	920	43.6%
I	920	43.6%
N	134	6.4%
O	134	6.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	920	43.6%
I	920	43.6%
N	134	6.4%
O	134	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	920	43.6%
I	920	43.6%
N	134	6.4%
O	134	6.4%

Auto

The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Matrix

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	CLAVE	SITIO	ORGANISMO_DE_CUENCA	ESTADO	MUNICIPIO	ACUIFERO	SUBTIPO	LONGITUD	LATITUD	PERIODO	ALC_mg/L	CALIDAD_ALC	CONDUCT_mS/cm	CALIDAD_CONDUC	SDT_M_mg/L	CALIDAD_SDT_ra	CALIDAD_SDT_salin	FLUORUROS_mg/L	CALIDAD_FLUO	DUR_mg/L	CALIDAD_DUR	COLI_FEC_NMP/100_mL	CALIDAD_COLI_FEC	N_NO3_mg/L	CALIDAD_N_NO3	AS_TOT_mg/L	CALIDAD_AS	CD_TOT_mg/L	CALIDAD_CD	CR_TOT_mg/L	CALIDAD_CR	HG_TOT_mg/L	CALIDAD_HG	PB_TOT_mg/L	CALIDAD_PB	MN_TOT_mg/L	CALIDAD_MN	FE_TOT_mg/L	CALIDAD_FE	SEMAFORO	CUMPLE_CON_ALC	CUMPLE_CON_COND	CUMPLE_CON_SDT_ra	CUMPLE_CON_SDT_salin	CUMPLE_CON_FLUO	CUMPLE_CON_DUR	CUMPLE_CON_CF	CUMPLE_CON_NO3	CUMPLE_CON_AS	CUMPLE_CON_CD	CUMPLE_CON_CR	CUMPLE_CON_HG	CUMPLE_CON_PB	CUMPLE_CON_MN	CUMPLE_CON_FE
0	0	DLAGU6	POZO SAN GIL	LERMA SANTIAGO PACIFICO	AGUASCALIENTES	ASIENTOS	VALLE DE CHICALOTE	POZO	-102.022100	22.208870	2020.0	229.990	Alta	940.0	Permisible para riego	603.6	Cultivos sensibles	Potable - Dulce	0.9766	Potable - Optima	213.7320	Potable - Dura	1.1	Potable - Excelente	4.184656	Potable - Excelente	0.0161	Apta como FAAP	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.0015	Potable - Excelente	0.0891	Potable - Excelente	Verde	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI
1	1	DLAGU6516	POZO R013 CAÑADA HONDA	LERMA SANTIAGO PACIFICO	AGUASCALIENTES	AGUASCALIENTES	VALLE DE CHICALOTE	POZO	-102.200750	21.999580	2020.0	231.990	Alta	608.0	Buena para riego	445.4	Excelente para riego	Potable - Dulce	0.9298	Potable - Optima	185.0514	Potable - Dura	1.1	Potable - Excelente	5.750110	Potable - Buena calidad	0.0134	Apta como FAAP	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.0015	Potable - Excelente	0.0250	Potable - Excelente	Verde	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI
2	2	DLAGU7	POZO COSIO	LERMA SANTIAGO PACIFICO	AGUASCALIENTES	COSIO	VALLE DE AGUASCALIENTES	POZO	-102.288010	22.366850	2020.0	204.920	Alta	532.0	Buena para riego	342.0	Excelente para riego	Potable - Dulce	1.8045	Alta	120.7190	Potable - Dura	1.1	Potable - Excelente	1.449803	Potable - Excelente	0.0370	No apta como FAAP	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.0015	Potable - Excelente	0.0250	Potable - Excelente	Rojo	SI	SI	SI	SI	NO	SI	SI	SI	NO	SI	SI	SI	SI	SI	SI
3	3	DLAGU9	POZO EL SALITRILLO	LERMA SANTIAGO PACIFICO	AGUASCALIENTES	RINCON DE ROMOS	VALLE DE AGUASCALIENTES	POZO	-102.294490	22.184350	2020.0	327.000	Alta	686.0	Buena para riego	478.6	Excelente para riego	Potable - Dulce	1.1229	Potable - Optima	199.8790	Potable - Dura	1.1	Potable - Excelente	1.258597	Potable - Excelente	0.0154	Apta como FAAP	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.0015	Potable - Excelente	0.0250	Potable - Excelente	Verde	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI
4	4	DLBAJ107	RANCHO EL TECOLOTE	PENINSULA DE BAJA CALIFORNIA	BAJA CALIFORNIA SUR	LA PAZ	TODOS SANTOS	POZO	-110.244800	23.451380	2020.0	309.885	Alta	1841.0	Permisible para riego	1179.0	Cultivos con manejo especial	Ligeramente salobres	0.2343	Baja	476.9872	Potable - Dura	291.0	Aceptable	15.672251	No apta como FAAP	0.0100	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.0015	Potable - Excelente	0.0250	Potable - Excelente	Rojo	SI	SI	SI	SI	SI	SI	SI	NO	SI	SI	SI	SI	SI	SI	SI
5	5	DLBAJ108	POZO A.P. CNA 7 (ANTES POZO A.P. CNA 6)	PENINSULA DE BAJA CALIFORNIA	BAJA CALIFORNIA SUR	LA PAZ	TODOS SANTOS	POZO	-110.220670	23.464930	2020.0	224.475	Alta	570.3	Buena para riego	554.8	Cultivos sensibles	Potable - Dulce	0.2756	Baja	201.8784	Potable - Dura	6131.0	Contaminada	8.555740	Potable - Buena calidad	0.0100	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.0015	Potable - Excelente	0.0250	Potable - Excelente	Rojo	SI	SI	SI	SI	SI	SI	NO	SI	SI	SI	SI	SI	SI	SI	SI
6	6	DLBAJ110	POZO 26, SAN JUAN	PENINSULA DE BAJA CALIFORNIA	BAJA CALIFORNIA SUR	LA PAZ	TODOS SANTOS	POZO	-110.213960	23.474600	2020.0	203.670	Alta	531.0	Buena para riego	278.8	Excelente para riego	Potable - Dulce	0.2890	Baja	166.2528	Potable - Dura	110.0	Buena calidad	4.686470	Potable - Excelente	0.0100	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.0015	Potable - Excelente	0.0250	Potable - Excelente	Verde	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI
7	7	DLBAJ111	VICTOR HUGO CESEÑA	PENINSULA DE BAJA CALIFORNIA	BAJA CALIFORNIA SUR	LOS CABOS	CABO SAN LUCAS	POZO	-109.907306	22.890500	2020.0	350.760	Alta	2253.3	Dudosa para riego	1160.2	Cultivos con manejo especial	Ligeramente salobres	0.5607	Media	269.1712	Potable - Dura	798.0	Aceptable	27.600998	No apta como FAAP	0.0100	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.0041	Potable - Excelente	0.0692	Potable - Excelente	Rojo	SI	NO	SI	SI	SI	SI	SI	NO	SI	SI	SI	SI	SI	SI	SI
8	8	DLBAJ117	LAS PARRITAS	PENINSULA DE BAJA CALIFORNIA	BAJA CALIFORNIA SUR	LA PAZ	EL CARRIZAL	POZO	-110.088778	23.799861	2020.0	343.655	Alta	1114.0	Permisible para riego	672.0	Cultivos sensibles	Potable - Dulce	0.3421	Baja	403.8482	Potable - Dura	146.0	Buena calidad	1.877325	Potable - Excelente	0.0100	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.0113	Potable - Excelente	0.1615	Potable - Excelente	Verde	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI
9	9	DLBAJ118	SAN ANTONIO	PENINSULA DE BAJA CALIFORNIA	BAJA CALIFORNIA SUR	LA PAZ	LOS PLANES	POZO	-110.054722	23.824722	2020.0	332.605	Alta	1703.0	Permisible para riego	1017.8	Cultivos con manejo especial	Ligeramente salobres	0.5088	Media	559.0214	Muy dura e indeseable usos industrial y domestico	3873.0	Contaminada	0.143061	Potable - Excelente	0.3558	No apta como FAAP	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	1.1670	Puede afectar la salud	14.0600	Sin efectos en la salud - Puede dar color al agua	Rojo	SI	SI	SI	SI	SI	NO	NO	SI	NO	SI	SI	SI	SI	NO	NO

Last rows

	df_index	CLAVE	SITIO	ORGANISMO_DE_CUENCA	ESTADO	MUNICIPIO	ACUIFERO	SUBTIPO	LONGITUD	LATITUD	PERIODO	ALC_mg/L	CALIDAD_ALC	CONDUCT_mS/cm	CALIDAD_CONDUC	SDT_M_mg/L	CALIDAD_SDT_ra	CALIDAD_SDT_salin	FLUORUROS_mg/L	CALIDAD_FLUO	DUR_mg/L	CALIDAD_DUR	COLI_FEC_NMP/100_mL	CALIDAD_COLI_FEC	N_NO3_mg/L	CALIDAD_N_NO3	AS_TOT_mg/L	CALIDAD_AS	CD_TOT_mg/L	CALIDAD_CD	CR_TOT_mg/L	CALIDAD_CR	HG_TOT_mg/L	CALIDAD_HG	PB_TOT_mg/L	CALIDAD_PB	MN_TOT_mg/L	CALIDAD_MN	FE_TOT_mg/L	CALIDAD_FE	SEMAFORO	CUMPLE_CON_ALC	CUMPLE_CON_COND	CUMPLE_CON_SDT_ra	CUMPLE_CON_SDT_salin	CUMPLE_CON_FLUO	CUMPLE_CON_DUR	CUMPLE_CON_CF	CUMPLE_CON_NO3	CUMPLE_CON_AS	CUMPLE_CON_CD	CUMPLE_CON_CR	CUMPLE_CON_HG	CUMPLE_CON_PB	CUMPLE_CON_MN	CUMPLE_CON_FE
1044	1058	OCRBR5020M1	POZO HOSPITAL CIVIL II (ROTONDA) MITRAS MONTERREY	RIO BRAVO	NUEVO LEON	MONTERREY	AREA METROPOLITANA DE MONTERREY	POZO	-100.34715	25.68766	2020.0	269.370	Alta	927.0	Permisible para riego	846.0000	Cultivos sensibles	Potable - Dulce	0.2644	Baja	395.8400	Potable - Dura	1.1	Potable - Excelente	12.758907	No apta como FAAP	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.00150	Potable - Excelente	0.02500	Potable - Excelente	Rojo	SI	SI	SI	SI	SI	SI	SI	NO	SI	SI	SI	SI	SI	SI	SI
1045	1059	OCRBR5046M2	EJIDO EL CALVARIO (POZO COMUNITARIO)	RIO BRAVO	NUEVO LEON	CADEREYTA JIMENEZ	CITRICOLA NORTE	POZO	-99.83810	25.55759	2020.0	374.490	Alta	1225.0	Permisible para riego	655.0000	Cultivos sensibles	Potable - Dulce	0.7671	Potable - Optima	351.0496	Potable - Dura	20.0	Buena calidad	9.101861	Potable - Buena calidad	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.00730	Potable - Excelente	0.02500	Potable - Excelente	Verde	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI
1046	1060	OCRBR5087M1	POZO RANCHO NOGALITOS-RAYMUNDO TREVIÑO-EJ. LA LAGUNA (RED DE REFERENCIA)	RIO BRAVO	NUEVO LEON	GENERAL TERAN	CITRICOLA NORTE	POZO	-99.72944	25.28444	2020.0	323.000	Alta	1249.0	Permisible para riego	905.0000	Cultivos sensibles	Potable - Dulce	0.2054	Baja	622.0000	Muy dura e indeseable usos industrial y domestico	2400.0	Contaminada	8.163000	Potable - Buena calidad	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.01008	Potable - Excelente	0.08831	Potable - Excelente	Rojo	SI	SI	SI	SI	SI	NO	NO	SI	SI	SI	SI	SI	SI	SI	SI
1047	1061	OCRBR5093M1	L-343 (EJIDO ELDIEZ)	RIO BRAVO	NUEVO LEON	LINARES	CITRICOLA SUR	POZO	-99.43441	24.84821	2020.0	410.625	Indeseable como FAAP	1767.0	Permisible para riego	1011.4000	Cultivos con manejo especial	Ligeramente salobres	0.4368	Media	573.9680	Muy dura e indeseable usos industrial y domestico	1.1	Potable - Excelente	25.168563	No apta como FAAP	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.00150	Potable - Excelente	0.02500	Potable - Excelente	Rojo	NO	SI	SI	SI	SI	NO	SI	NO	SI	SI	SI	SI	SI	SI	SI
1048	1062	OCRBR5098M1	L-363 - B (COMUNIDAD EL CARMEN DE LOS ELIZONDO)	RIO BRAVO	NUEVO LEON	LINARES	CITRICOLA SUR	POZO	-99.43914	24.97478	2020.0	199.800	Alta	1622.0	Permisible para riego	1092.2000	Cultivos con manejo especial	Ligeramente salobres	0.4820	Media	679.2720	Muy dura e indeseable usos industrial y domestico	1.1	Potable - Excelente	2.357554	Potable - Excelente	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.00150	Potable - Excelente	0.02500	Potable - Excelente	Amarillo	SI	SI	SI	SI	SI	NO	SI	SI	SI	SI	SI	SI	SI	SI	SI
1049	1063	OCRBR5101M1	L-310 (COMUNIDAD SAN MANUEL)	RIO BRAVO	NUEVO LEON	LINARES	CITRICOLA SUR	POZO	-99.54191	24.76036	2020.0	231.045	Alta	2350.0	Dudosa para riego	1545.8000	Cultivos con manejo especial	Ligeramente salobres	0.2000	Baja	752.0960	Muy dura e indeseable usos industrial y domestico	1.1	Potable - Excelente	14.615488	No apta como FAAP	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.00150	Potable - Excelente	0.02500	Potable - Excelente	Rojo	SI	NO	SI	SI	SI	NO	SI	NO	SI	SI	SI	SI	SI	SI	SI
1050	1064	OCRBR5102M1	L-305 (EJIDO OJO DE AGUA LAS CRUCESITAS)	RIO BRAVO	NUEVO LEON	LINARES	CITRICOLA SUR	POZO	-99.70099	24.78280	2020.0	256.000	Alta	529.0	Buena para riego	297.0000	Excelente para riego	Potable - Dulce	0.2000	Baja	273.0000	Potable - Dura	1.1	Potable - Excelente	77.392000	No apta como FAAP	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.00709	Potable - Excelente	0.07578	Potable - Excelente	Rojo	SI	SI	SI	SI	SI	SI	SI	NO	SI	SI	SI	SI	SI	SI	SI
1051	1065	OCRBR5105M2	HACIENDA MEXIQUITO POZO 01	RIO BRAVO	NUEVO LEON	CADEREYTA JIMENEZ	CITRICOLA NORTE	POZO	-99.82249	25.55197	2020.0	330.690	Alta	2600.0	Dudosa para riego	1873.0000	Cultivos con manejo especial	Ligeramente salobres	0.7574	Potable - Optima	660.2126	Muy dura e indeseable usos industrial y domestico	620.0	Aceptable	36.477104	No apta como FAAP	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.02420	Potable - Excelente	0.21290	Potable - Excelente	Rojo	SI	NO	SI	SI	SI	NO	SI	NO	SI	SI	SI	SI	SI	SI	SI
1052	1066	OCRBR5106M1	COMUNIDAD LOS POCITOS	RIO BRAVO	NUEVO LEON	GALEANA	NAVIDAD-POTOSI-RAICES	POZO	-100.32683	24.80118	2020.0	193.140	Alta	873.0	Permisible para riego	690.6667	Cultivos sensibles	Potable - Dulce	0.7108	Potable - Optima	406.3680	Potable - Dura	1.1	Potable - Excelente	0.020000	Potable - Excelente	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.01200	Potable - Excelente	0.17860	Potable - Excelente	Verde	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI
1053	1067	OCRBR5109M1	COMUNIDAD LA REFORMA	RIO BRAVO	NUEVO LEON	GALEANA	NAVIDAD-POTOSI-RAICES	POZO	-100.73302	25.09380	2020.0	263.070	Alta	817.0	Permisible para riego	495.0000	Excelente para riego	Potable - Dulce	0.4002	Media	362.5440	Potable - Dura	1.1	Potable - Excelente	0.811876	Potable - Excelente	0.01	Potable - Excelente	0.003	Potable - Excelente	0.005	Potable - Excelente	0.0005	Potable - Excelente	0.005	Potable - Excelente	0.00150	Potable - Excelente	0.02500	Potable - Excelente	Verde	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI	SI

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Connector Punctuation

Math Symbol

Other Letter

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common